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Reproducibility is a topic that goes beyond academia, it involves many stakeholders with different perspectives. In this second volume (aiming to cover all articles of 2021), JRepNeurosci brings three different perpectives on reproducibility issues and how to tackle them by librarians, community organizations and industry. We thank the authors to share these views and the contributing reviewers.