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Typically this anomaly is expressed as a deviation from the average temperature baseline period of 1951-1980. Note that climate scientists prefer a 30 year baseline period to infer subsequent deviations.
Your short-period temperature chart simply shows the possibilities of temperature variations, and the short-term trend.
Clearer representation of global temperature trends is found at http://data.giss.nasa.gov/gistemp/2008/
What time frame is that red? 30 years?