On August 26, 2001 a one-day workshop on Visual Data Mining was held in conjunction with the KDD-2001 conference. About 50 people attended the workshop, mostly from industry with some academics. The audience included both data mining algorithm experts and visualization specialists. During the workshop thirteen peer-reviewed papers were presented that treated both problemspecific issues as well as broader topics.