For decades, corporations and investors have been fighting a battle over data. Shareholders push for transparency, while companies do the bare minimum to comply. Just last month, Apple said it would no longer provide details on its iPhone sales. But investors are a resourceful bunch and there's a booming world of alternative data that's helping to fill in the gaps.

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