Orange is an open-source data visualization and analysis tool primarily used for machine learning and data mining. It features a user-friendly, visual programming interface that allows users to create workflows by dragging and dropping components. With its extensive library of widgets for data manipulation, visualization, and modeling, Orange simplifies the process of exploring data, building models, and evaluating results, making it accessible for both beginners and experienced data scientists.