The main objective of this exercise was to analyze the quality of open-access radionuclide release datasets, by identifying patterns, trends, unusual values, and missing data to inform regulatory legal submissions related to nuclear transparency and data disclosure for the Canadian Nuclear Safety Commission (CNSC). 4 types of facilities were analyzed: Nuclear Power Plants; Nuclear Processing Facilities; Canadian Nuclear Laboratories; Uranium Mines and Mills.