Data & Storytelling
Official court records exist, but they rarely tell the full story. Transcripts are costly, data is buried in case management systems, and the details that shape people’s lives—tone, delay, humiliation, denial of access—are often left out altogether. What the system calls “the record” is, in practice, a partial one.
Court watching builds another kind of record. When watchers submit their notes through The Watchtower, they preserve what the official files omit: how hearings unfold, how people are treated, how decisions are made. Each note fills a gap in the story courts tell about themselves. From there, we translate this growing archive into reports. The numbers show scale; the narratives show meaning. Together they create a public record that is transparent, community-held, and impossible to ignore.
Building the Record
When notes come in through The Watchtower, they become part of a living archive. We don’t keep them as scattered accounts, we log them, de-identify where necessary, and file them into a system where they can’t be lost. Each entry is given an ID, a timestamp, and a place in the larger database. What begins as a handful of sentences in a notebook becomes part of a structured record.
From there, every submission is read and coded. That means translating the language of a watcher into a consistent framework. A note like “judge set cash bail at $500” is logged as bail: cash, $500. A note like “public defender never met with client before hearing” becomes counsel access: none. The original words are always preserved, but now they also sit inside a system that allows them to be compared with hundreds of others.
We also preserve the context that numbers can’t capture. Quotes, observations about tone, or descriptions of barriers—these are pulled from the notes and tagged so they can be paired with the data later. This way, a chart can show how often interpreters are absent, while a quote can show what it felt like for a defendant told to continue without one.
Before anything enters a report, submissions are checked. If something is unclear, it is flagged as uncertain, not filled in. Accuracy matters more than neatness. What watchers give us is preserved as it was observed, and we never pretend to know more than the public could see or hear.
Watcher’s Lens: Even your messy or uncertain notes matter. A scribble that says “couldn’t hear” isn’t a failure, it’s a finding. Courts that are inaudible to the public are courts resisting transparency.
Finding the Patterns
Court records are usually written case by case. They don’t tell you what happens across dozens of hearings or weeks of dockets. That’s where aggregation matters. Once notes are coded and organized, we can see how they line up against each other.
At this stage, repetition is what counts. One bail denial is a decision. Fifty bail denials with the same judge become a data point. A single missing interpreter might look like bad scheduling. A dozen missing interpreters across different courtrooms show a deeper failure of access. Patterns like these are what transform individual observations into evidence of systemic harm.
We look not just at what happens most often, but at who it happens to. Are bail amounts higher for some defendants than others? Are certain neighborhoods or communities facing more adjournments? Are defendants with limited English consistently disadvantaged? These aren’t questions any single watcher can answer from their own notes, but together, watchers provide the scale needed to expose them.
Watcher’s Lens: If something feels routine but wrong, it’s worth writing down. Systemic bias rarely announces itself in a dramatic moment. It hides in the everyday, where the same small injustices pile up until they define the system itself.
From Data to Story
Patterns on their own can feel abstract. A chart can show that bail is set at unaffordable levels in half of observed cases, but without context, it risks becoming just another statistic. That’s why storytelling matters.
Alongside every coded field, we preserve the words and details that watchers recorded. A judge saying “If you can’t afford $500, you shouldn’t have been out there in the first place.” A defendant asking for more time with their attorney and being told “We’re moving on.” A tenant standing before a landlord’s lawyer without representation of their own. These moments carry the weight that numbers alone can’t.
When we prepare reports, we don’t publish raw notes. Instead, we weave together the quantitative and the qualitative: the scale of what’s happening, and the lived reality inside the courtroom. Data makes the patterns undeniable; story makes them unforgettable.
Watcher’s Lens: Don’t hold back from writing down tone, quotes, or gestures just because they don’t look like “data.” These are the details that give life to the numbers and ensure the public sees what the record alone cannot show.
Reports
The Watchtower is where data enters; reports are where it comes back out.
Once notes are logged, coded, and analyzed, the findings are distilled into public-facing reports posted on our website. These are not snapshots of single cases. They are collective portraits that show how Detroit’s courts operate across time, judges, and dockets.
Each report blends data and narrative. You’ll see charts that measure frequency and disparity—how often bail is set at levels people cannot pay, how frequently interpreters are missing, how many cases are delayed without explanation. Alongside those numbers, you’ll read the words of judges, defendants, attorneys, and watchers, showing what those trends look and feel like in practice.
Every report also includes a transparent account of how it was made. We explain what data was collected, how it was coded, and what its limits are. If hearings were inaudible or information unclear, that uncertainty is noted in the findings. The goal is not to present perfection, but honesty, so the public can see both the patterns and the gaps.
Watcher’s Lens: When you submit notes, you’re not just documenting one hearing, you’re contributing to a public record that the community can point to, share, and use as evidence. Reports are how the fragments of many observers become a collective demand for accountability.
What You’ll Find In Our Reports
Every report follows the same structure so findings are clear, credible, and usable:
Data Visualizations: Charts and tables that reveal trends across hearings and courts.
Narratives: Quotes and stories drawn from watcher notes that bring the numbers to life.
Methodology: A plain-language explanation of how the data was collected, coded, and reviewed, including its limitations.
Key Findings: The systemic patterns that emerge—where the system is working, and where it is failing.
Calls to Action: Concrete steps for communities, advocates, or policymakers to take in response.
By combining these elements, reports move beyond observation. They become tools that communities can use to demand transparency, accountability, and reform. Our reports are written for the public, not just lawyers or policy experts. Findings are presented in clear, plain language so that anyone—neighbors, students, organizers, journalists—can understand and use them. Legal systems thrive on complexity; transparency means breaking that complexity down so communities can act on what they see.
Boundaries & Ethics
Collecting and publishing data about the courts is powerful, but power comes with responsibility. We treat watcher notes with the same care that courts claim for their own records, and we hold ourselves accountable to higher standards of transparency and respect.
Privacy: We remove unnecessary personal identifiers before data is analyzed or published.
Accuracy: If a detail is unclear, it’s flagged as uncertain, not guessed at.
Respect: We avoid sensationalizing stories or portraying defendants, victims, or families as data points.
Transparency: Every report includes methods and definitions so the public can see how findings were reached.
Community Ownership: The data and reports belong to the people of Detroit, not just to us.
Watcher’s Lens: Your notes are more than entries in a dataset. They’re fragments of real lives. We handle them with care because they reflect the dignity of the people whose stories they capture.
Turning Reports Into Change
Reports are not the end of the process. They are tools—evidence that communities can use to press for reforms the courts will not make on their own. Data and stories together make it possible to move beyond outrage and toward action.
Findings from reports are shared with community organizations, legal advocates, journalists, and policymakers. They inform campaigns for bail reform, the right to counsel, language access, and more. They create a public record that makes it harder for decision-makers to deny what is happening in Detroit’s courts.
Change does not come from one report alone. It comes from persistence—watchers continuing to submit, data continuing to grow, reports continuing to show the same patterns until ignoring them is no longer possible. Each submission fuels not just a dataset, but a movement for transparency and accountability.
Reports don’t just move outward to policymakers; they also move back into the community. Before publishing, we share findings with partner organizations and those most impacted by the courts. This feedback helps ensure that reports reflect lived experience and remain accountable to the people they represent.
Watcher’s Lens: What feels like a small act—writing down what you see—becomes part of a collective demand for a different kind of justice. Your notes are not just observations. They are the raw material of change.
Help Hold Courts Accountable
You don’t need to sit on the sidelines. The courts are public, and your presence matters. Sign up to become a Court Watcher and help turn hidden harm into public accountability.