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For more than 10 years, working in partnership with academic institutions and businesses, the Rhythm project has continued to evolve the art of sociometry, using data to uncover patterns in the ways people work independently and together. Through the development of sociometric badges, data analysis, and feedback mechanisms, we have been able to discern the modes of collaboration that reflect effective work environments, whether in person or virtual, self-directed or instructed, local or global.