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GISS will show you a map that minimizes the data, and uses the coldest period in the last century as a baseline for the anomalies.
This shows a more scientific view of just how cold February was, especially in the areas that saw records broken for both cold and snow.
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Since GISS has changed the version they use, compare the 2014 version with the current one
February 2014 version
Current version (captured April 14 2020)