context and shocked the way will save the manufacturing hubs across the us from africa it's silver you're also doing something similar and have to analytics and there's an interesting article you wrote about how data is already helping us fight climate change in africa correct so i'd have to analytics what we are focusing on we worked with a wonderful government and most particularly the agricultural ministry in harnessing the data in collaboration we said late imageries to ensure that they have the correct information and where particular crops are being planted saw for climate change but then the data. countries or organization determine when to plant and when not to plant therefore awaiting west saw in that manner you