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how would you treat Nan prices in research

When I use research notebook for alpha discover, I notice there are Nan prices. This caused the return calculation to fail.
Should I fill Nan using method = 'forward'? Will this create bias, say if a company went bankruptcy but I still get price for it?
What is the stand way to deal with Nan prices?