KNN model is an unsupervised model . and it has nothing to do with Y/response variable ("Survived" ). about your Q, K is difficult to decide , my opinion is using Principle Component Analysis to plot a X-Y scatter graph by first two principle component . and Check how many clusters should be divided. @Rick_SAS wrote a blog about it .
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