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The US EPA CompTox Chemicals Dashboard website provides access to various data types associated with ~900,000 chemical substances and supports the needs of the National Center for Computational Toxicology. The dashboard both consumes data, models and open source code from open as well as delivering data and services back to the community. The dashboard offers access to various types of aggregated and integrated chemistry, biology and toxicology data. The dashboard provides web-based access to data hosted in multiple databases, integrates to an underlying chemical registration system and utilizes both commercial and open QSAR/QSPR models to deliver predicted data for the chemicals. Some of the open source software that we utilize is used for InChI generation, for structure drawing and for real time prediction of both toxicity and physicochemical endpoints. This presentation will provide an overview of the dashboard, review our usage of open source code to deliver the web application, and discuss our present and planned contributions to open science. This abstract does not necessarily represent the views or policies of the U.S. Environmental Protection Agency.