The average yearly data were obtained from NOAA's climatology servers and this year (or any year's) values were from NOAA's climate data online service. Choose Surface Data, Global Summary, then Country: USA, then choose a state and finally a station and year range.
UPDATE: In 2016, the New York Times implemented this visualization.
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