Given the diversity of methodologies and objectives found in the literature, standardizing the collected data was essential. Figure presents a graph illustrating the number of distinct data points available for each collected variable, as well as the proportion of missing data. The lack of information on synthesis yield and chemical composition is particularly concerning, as these variables are crucial for a comprehensive understanding of the synthesis process.