Thank you for providing such a useful resource! Maybe I am missing something, but is the code that was used for extracting microbial attributes (such as gram-stain, spore-formation, metabolic attributes, etc ...), ie the regular expressions that were used to automatically extract certain attributes from the mentioned databases / studies, available?