How to use PCA in finance?

I'm curious about how Principal Component Analysis (PCA) can be applied in the finance sector. Could you please explain its practical uses, particularly in areas like risk management or portfolio optimization? Any insights on how PCA helps in analyzing financial data would be greatly appreciated! Thank you for your support!

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