Thanks. Slowing realizing some of the benefits of dicts and trying to use them more in my code where I would have otherwise defaulted to another data structure.

Thanks. Slowing realizing some of the benefits of dicts and trying to use them more in my code where I would have otherwise defaulted to another data structure. They really are quite useful and intuitive to work with once you understand basic structure I do sometimes worry about speed relative to other options though, especially in large chunks of data