Its impact on cheminformatics and synthetic chemistry is significant, and as a public resource, it has particular impact in methods development. It plays a pivotal role in the advancement of reaction database analysis , forward and backward synthesis prediction, and yield prediction . The database has been instrumental also in reaction classification , atom-to-atom mapping , and synthesis rule clustering .