What is Horseradish?

<a href="http://www.horseradish.org/facts.html">Facts about America&rsquo;s Favorite Root</a>: &ldquo;In the United States, an estimated 24 million pounds of horseradish roots are ground and processed annually to produce approximately 6 million gallons of prepared horseradish.&rdquo;