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Umphrey's McGee@umphreys.com

A note from UM Data Wizard @sethadam1.com on the work he’s been putting in behind the scenes to improve All Things, our treasure trove of setlist stats, music data, and deep-dive tools for the stats obsessed. Here’s a look at what’s new with one of our most invaluable setlist-writing resources. 1/