The manuscript describes the features of a platform developed by the OpenChemistry consortium that bridges many prominent technologies in data sharing, analysis, and visualization. The platform unifies a web-based GUI with few computational backends  and can be used to visualize and analyze pre-existing data or newly produced computational results.The development of this platform is timely and the description in the manuscript is clear and compelling. I recommend the paper be published with minor revisions, suggested in the following.I hereby give permission to publicly associate my name to this referee report.Editor's Note: Accepted version of this manuscript https://doi.org/10.22541/au.158687268.81852407/v2