Source Data and NormalizationOutcomes, Timelines, ResourcesInitial Reporting with “Dirty Data”Ambiguous DataDetermining Which Source to UseWorking with Stakeholders to Perform Data CleansingFollow-up with Reports and Discussions with StakeholdersLesson Learned: Fix the Process, and Then AutomateLesson Learned: Don’t Wait for Perfect Data Before ReportingSummary