Chicago got the name "windy city" from...well, no one really knows, but in fact Amarillo and New York top the league chart for average windiness:
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Notice Chicago isn't even in the top 10. Which isn't to say we're not blowhards; we're just not that windy.
(Full-size image at The Chicago Tribune.)