"Worst" can mean trashiest, rudest, most unsafe, or whatever negative criteria you would typically use to judge this.
I haven't seen much of the country, but my vote goes to Stockon in northern California. Drove my brother there for a grad school interview and immediately told him "yeah, don't pick this place." Very trashy and run down.
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