Building Decision Trees in Python

You have a great idea to start selling the most marvelous widget ever known. You're so sure of your enterprising idea that you decide to go into business for yourself and begin manufacturing said widgets. A few years pass and you're a success. However, lately you've noticed a slump in sales, and you decide that you need a better way of focusing your marketing dollars toward your target audience. How do you do this?