Metrics aren’t neutral: they reflect the interests of whoever built them
Why audience metrics reward whoever is already biggest — and what adopting platform analytics really commits you to.
Sophie bridges the gap where data metrics meet human culture. As a socio-technical researcher, she translates complex algorithmic frameworks, platform analytics, and measurement theory into clear, strategic narratives that numbers alone fail to capture.
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