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This paper summarizes the results of a study to determine the data requirements for software reliability modeling. The major assumptions of the models are presented along with a brief description of their uses and the data needed to exercise the models. Methodologies for evaluating failure databases are presented including a sample evaluation to determine the adequacy of the data to do comparisons across a wide variety of projects and to determine if the database contains data elements as required by the various models.