How AFP has used data analysis to cover the Ukraine war
Since Moscow launched its full-scale invasion of Ukraine exactly four years ago, AFP has used open-source data and satellite imagery to support reporting by its teams on the ground.
As both sides mark the start of the conflict's fifth year, here is how that information is