Board Game Arena

I'm trying to study Through the Ages, it would be great if it is possible for me to obtain game logs to do number crunching by high-ranked players, to do number crunching (eg analysing winrate associated to each card)
Is it possible to obtain these data by having membership?

It is tedious, but it is possible without membership. Find the high-ranked players, then replay their games.