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We don't know.
I just scanned through the books, looking for any mention of her age. Nope... nothing.
A Google search for site:pottermore.com "Mrs Norris" does not reveal anything about her age. Neither does anything on accio quote.
I could not find anything on her Twitter.
Wikipedia doesn't ...