Dataset for "An Integrated Hardware–Software Supervision System for Municipal Maintenance Operations: Converting Multi-Source Field Observations into Auditable Evidence"

This dataset supports the findings reported in the manuscript entitled “An Integrated Hardware–Software Supervision System for Municipal Maintenance Operations: Converting Multi-Source Field Observations into Auditable Evidence.” It contains the processed primary-view evaluation records, mileage-validation data, binary method-comparison results, raw and smoothed four-class confusion-matrix data, task-rule settings, and supporting documentation. Personal information, access credentials, and unrelated identifiable imagery have been excluded.