Which music streaming platform pioneered the use of collaborative filtering algorithms in 2012 to drastically reduce subscriber churn by creating personalized music recommendations?

The music industry has evolved dramatically in how it tracks and analyzes consumer behavior. From vinyl sales charts to sophisticated streaming algorithms, data analytics has transformed how music reaches listeners. This poll tests your knowledge about how major music retailers have used analytics to understand their customers and reduce churn in the digital streaming era.

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