Despite the limited number of studies, the data suggests a clear trend where higher nitrogen content is associated with lower synthesis yields. This relationship may be influenced by the structural changes in CDs due to nitrogen incorporation potentially affecting the carbonization processes. Notably, there is an optimal nitrogen content range (~0-2%) where synthesis efficiency reaches its peak. Higher nitrogen content, in particular, appears to negatively impact synthesis efficiency, possibly due to excessive disruptions in the carbon framework. These findings underscore the importance of precise nitrogen tuning in optimizing carbon dot synthesis. However, further studies are required to establish a definitive correlation and elucidate the underlying mechanisms governing this relationship.