[graph-tool] Viewing the gt.collection.data as a pandas Dataframe

Hello, I have recently started working with graph-tool, and was wondering if we can try to view any of the data provided in the repo as a pandas Dataframe? This would be helpful, because I would like to analyze a few things with a custom dataset. For example, gt.collection.data["celegansneural"], can it be displayed as a dataframe? Or any other way? I would like to see the all the content in it. Warm regards, Rachit Saluja