The Chicago PMI is assembled by Kingsbury International. Bespoke Investment Group explains the trading that occurred before the pre-public release this way:
On the company's website, Kingsbury describes the Chicago PMI as, "a proven monthly ‘first look’ at business,government and NGO economic activity in the USA." They then go on to say that subscribers to Kingsbury's data will receive "access to this market-moving data 3 minutes before public release." In other words, Kingsbury will 'leak' the report to anyone who is willing to pay at least $200 per month.
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