There was an additional interesting cultural correlation I heard: there are more cases in the south and south-west of Germany plus a slightly outlier in Hamburg layer. This matches apparently when there are winter holidays in schools (different in each state in Germany) and the fact the generally skiing is more popular in the south, were many people would travel to the Alps, including northern Italy, for vacation. This could possibly mean that more people from these regions brought the virus back home.