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Jun 13, 2023Liked by Shain Shapiro, PhD

Fascinating read. I particularly resonated with rule #3. It's imperative to break out of the silo mindset and join forces with other industries and stakeholders to solve the so-called 'music problems'.

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Great read, thanks Shain.

Somewhat related: Based on your opinion about sharing data without a plan of action, I’d love to hear your perspective on data analytics companies like Chartmetric, which arguably do a lot to empower independent artists, their teams, labels, and other music professionals. They provide valuable insights for understanding where audiences are developing both digitally and otherwise, and help with identifying which markets to prioritize.

What’s your take on getting this sort of data into the hands of artists and their teams?

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