Digging into its wealth of user data, Yelp has compiled a list of the top 100 places to eat in the United States. Mining that data and using the Wilson Score technique, the 100 must-try spots feature a mix of some of the big boys that you've heard of if you're a true foodie, as well as a bunch of hole-in-the-wall spots that the locals try to keep to themselves. We've got the top 20 below, and you can head on over to the Yelp Blog for the full meal deal.

1. Da Poke Shack, Kailua-Kona, HI
2. Paseo, Seattle, WA
3. Oklahoma Joe’s Barbecue, Kansas City, KS
4. The Cinnamon Snail, New York, NY
5. Porto's Bakery, Burbank, CA
6. Dametra Cafe, Carmel by the Sea, CA
7. Alinea, Chicago, IL
8. Franklin Barbecue, Austin, TX
9. Gary Danko, San Francisco, CA
10. Joe’s Falafel, Los Angeles, CA
11. Sushi Izakaya Gaku, Honolulu, HI
12. Biker Jim’s Gourmet Dogs, Denver, CO
13. Oscar’s Mexican Seafood, San Diego, CA
14. Coop’s West Texas Barbeque, Lemon Grove, CA
15. Tacos El Gordo, Chula Vista, CA
16. Cheese Board Pizza, Berkeley, CA
17. Ricky’s Fish Tacos, Los Angeles, CA
18. Ono Seafood, Honolulu, HI
19. Bogart’s Smoke House, Saint Louis, MO
20. Bakery Nouveau, Seattle, WA