Russia’s invasion of Ukraine has reshuffled the diminished trade still moving through the Black Sea.

According to data from Israeli outfit Windward, overall commercial port operations in the region are at 79% of their annual average.

Windward uses artificial intelligence and automatic identification system (AIS) data to analyse shipping and trade.