Could a Website Estimate How Often Traffic Officers Attend Court?

There’s also an ethical concern: presenting the tool as a way to predict when someone can avoid consequences could make it look like the site is helping people exploit the court process. A more defensible version might focus on transparency and aggregate court-performance data rather than ranking named officers. Before collecting anything, get qualified legal advice about publication, terms of access, and potential liability; public information is not automatically risk-free to republish in a searchable profile.

If you pursue this, use official court records rather than reviews or user submissions. Start with one district that has accessible digital records and determine whether you can reliably match an officer, case type, hearing date, and attendance outcome. Even then, you would need enough cases to avoid misleading statistics, and you’d have to explain missing data, continuances, dismissals, and situations where an officer’s appearance was not required.

It may be technically possible, but the legal issues should come first. Aggregating public records into a profile that ranks individual officers could raise privacy, harassment, defamation, or public-records concerns depending on the jurisdiction. Court systems also store information in inconsistent formats, so collecting and cleaning records from multiple counties could be a much bigger project than expected. A single attendance percentage may not be very predictive either, since officers and departments can handle minor citations differently from DUI or serious-crash cases.