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Data Analysis Journal
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Upgrades and Downgrades: Where Most Reporting Goes Wrong - Issue 272
https://dataanalysis.substack.com/p/upgrades-and-downgrades-go-wrong
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Making sense of customer movements: Upgrades, Downgrades, and Re-Subscribers
