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Some notes on the chart. In January of 2003, the Bureau of Labor Statistics changed the way it harvested the household survey data. This change caused a jump of 3.58 million jobs. I have plotted three horizontal lines. The small red one represents the Employment Survey's January, 2001 position.
For the Household Survey, because of this change, I plotted two small purple lines. The lower one is the reported January, 2001 starting point, the second is 3.58 million jobs higher, an estimate of the employment levels if the later system had been in place.
Bottom line: If you take the Household jump back off, in 8 years, the economy only added 2.5 million new jobs.
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