The use of transparencies is a common strategy in visual representations to guarantee the visibility of different overlapping graphical objects, especially, if no visibility-deciding order is given (e.g., importance, depth). Alpha-blending, however, could generate new colors that are not specified by the given color scale and overlapping shapes may become difficult to be separated visually and the selection of specific elements would be difficult. In this paper, we present a new approach for representing overlapping regions: Instead of blending different colors, our weaving technique separates the original colors and shapes are easier to differentiate. Due to a deterministic weaving order, all overlapping objects are visible. We apply our approach to scatter plot visualizations to enhance the communication of overlapping clusters. Categories and Subject Descriptors H.5 [Information Interfaces and Presentation]: General; H.5.2 [Information Interfaces and Presentation]: User Interfaces-...