I recall reading a phenomenal blog(?) post about data science in history in which the author presented some historical data relating to the northern renaissance (iirc, shipping logs) and then presented two completely plausible but divergent analyses of the data.
I've spent hours trying to find it again on multiple occasions with no success. :(