The Electoral Reform Society has done a Wordle (as think they are called) of the given names of those standing for election on 12 December:
One-third of candidates are female. The top 21 are male.
So not only are women hard to spot, it may well be that the males fit a particular norm and the women don't.
And yes, I know I seem to have one of the more popular male names.