Show that if A is a matrix all of whose columns add up to 1, then

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Show that if A is a matrix all of whose columns add up to 1, then λ = 1 is an eigenvalue of A? (Consider the product ATx, where x is a vector all of whose entries are 1, and use Exercise 12.)
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