To get this pretty jolly looking set you'll have to kill Scarecrows during the Pumpkin Moon event and depending on RNG you might get it sooner than later. It's a fairly cool set and pretty much anyone can get this.
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The Scarecrow Shirt is a Vanity Item that drops from Scarecrows, which spawn during the Pumpkin...