The Streaming Canvas is an interactive data visualization tool for high dimensional data such as text documents. It allows the user to interactively analyze documents. Our goal is to open source this system to support a collaboration with Alex Endert at Georgia Tech and position the work for continued contributions from others interested in studying user interaction data.