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Agile software organizations empower developers to make appropriate decisions rather than enforce adherence to a process, resulting in incomplete and noisy data in software archives. Since software analytics techniques are trained using this data, automated techniques are required to recover it. In modern software organizations, the focus has shifted from strict adherence to process rules to more flexible Agile approaches. While providing several benefits for the organizations, following less–rigid processes may threaten the quality of software process data that is available for software analytics. One of the foundational pillars of the ’Agile Manifesto’ suggests that software organizations should empower individuals rather than strictly adhere to a process.
