@stem_wales @NclNumbas full details at github.com/numbas/numbas-…
I got ONS data with first name and gender for everyone born in England and Wales 1996-2015.
It picks uniformly at random from that set (plus an arbitrary "no-gender" about 1 in 100 of the time)