Illustrative image depicting research and analysis related to policing and public records; individuals, data and interfaces shown are representative and not of any specific case or person. — A new spotlight on police misconduct data from the Prison Policy Initiative illustrates how independent data projects are filling gaps in transparency and accountability that formal government systems often leave unresolved. Researchers say these compilations of public records help document misconduct incidents, employment histories and use-of-force patterns while serving as models for local and national efforts to hold law enforcement accountable. One of the data projects featured is the Louisiana Law Enforcement Accountability Database, known as LLEAD, which consolidates records from more than 600 law enforcement agencies across Louisiana. The searchable and downloadable database includes employment histories, police misconduct records, use-of-force reports, certifications and qualifications, salary data when available, and settlement payments, all collected through public records requests.