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  • Asad Quraishi thinks this is interesting:

An analysis of the MovieLens dataset indicates that “in most real-world situations, a neighborhood of 20 to 50 neighbors seems reasonable”

From

Cover of Recommender Systems

Note

recommended number 'k' to use for k nearest neighbours is 20-50