With the advent of Big Data, it's now easier than ever to quantify what people like around the globe. And when it comes to food, Americans seem to have specific opinions. American dining brands have a long and storied history, and whether they're fast food, fast-casual, high-end, or super cheap, U.S. restaurants offer something for almost everyone.