Similarly, n-Hexane has been reported as a potential EDC in one study but ruled out in the other . Simply put, for some solvents in our study, there is data to back up their screening as EDC while for some there is vague information in the literature and for the rest, the information is hard to find. However, using a deep learning model that has 90% accuracy, we have given a tool to the scientific community to screen out the potential EDCs when we do not have relevant data on the chemicals. That means, our work puts a red flag on these chemicals so that careful consideration is given before using them. In other words, our work can act as a guide in safer solvent selection for perovskite synthesis. For example, almost all solvents have been used in the synthesis of MA lead halide perovskites but by using this work, one can easily opt for the solvent which is not an active EDC. Both DMF and DMSO are polar solvents and are excellent in dissolving perovskite precursors. However, DMF is an EDC chemical while DMSO is not. Hence, one can immediately choose to substitute DMF for DMSO in the synthesis of MA lead halide perovskites. Solvents such as Toluene, Isopropanol and Chlorobenzene are anti-solvents, and are used in washing/rinsing the solvents to get precursor precipitates . But Toluene and Chlorobenzene are active EDCs and hence are advised to be replaced by Isopropanol or some other anti-solvents with matching properties.