I wish I was tech savvy enough to wrap my head round all these . Notwithstanding, thanks for sharing your code snippet and insights!
It's impressive how you efficiently retrieved and organized such a large amount of ticker symbols.
Pyfinviz sounds like a handy tool, especially for checking the validity of ticker symbols. Great job I must say!