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The revelation is that the official unemployment rate is so skewed it is meaningless, even misleading since high unemployment is a serious social issue thus should be a high priority political concern.
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There is no revelation. The authors are intentionally misleading you by comparing 2 different metrics to pretend their formula is meaningfully different than what BLS provides.

"Headline" unemployment rate is U-3 unemployment. If they compared "TRU" to it's analogous match U-6 the graph would be less striking as it's a 1:1 match.

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Just because the economic system we have has always been shitty for a high percentage of our neighbors doesn’t mean it always has to be that way. Other top economic countries being similar doesn’t excuse it.
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If you do this with PPP with every other country on earth, which ones look the best?
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