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The first day of Winter is just over a month away and temperatures have tumbled. One way to ward off the impending deep freeze is to bundle up. Searches on scarves, jackets, and sweaters spike as the weather gets increasingly colder. For us, the first sign of the mercury dropping is the disappearance of the fashionable flip-flop.

While some dare to sport the sandal look all year long, others come to grips with the cold and grudgingly slip on shoes and socks. Searches on “socks” are up 10% over the past month as the climate chills out. Which socks are most popular with our dear searchers? We poked a hole in the data and checked the top 20 socks over the past week…