The private prison meme is far larger than the actual number, which is eight percent. Elsewhere in this people are asking how much of US manufacturing is from prison labor, I doubt it is large enough to accurately measure.
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Edit: LesZedCB just deleted his comment where he adds two different percentage groups from the ACLU site.