Orange (http://orange.biolab.si) is a general-purpose machine learning and data mining tool. It features a multilayer architecture suitable for different kinds of users, from inexperienced data mining beginners to programmers who prefer to access the tool through its scripting interface. In the paper we outline the history of Orange's development and present its current state, achievements and the future challenges.