so, during the flood last year the colleague aliandro for list who is now in the efiks and he and i are looking at the natural disasters and all the things we saw was the distribution of aid. it was vastly towards sar laureate's supporters. so the probability of you getting any assistance greatly increased if you came from the regions that supported parties that were part of his culture. if it can from the opposition coming to got nothing so just literally the simple things we think of as handing out blankets are driven by these politics of buying things. we see this and in the u.s. and not federal disaster aid we can predict which districts. this has become a sort of burgeoning part of the literature about where do we distribute the aid in the terms of elections are just as important as when speed but not to the same extent it is in pakistan. if we break it down here we can rahm this war through the state into the desert and saved hundreds of villages. the guy whose land was going to go through is a member of the cabinet and he sort of went on the bridge and said this isn't going to ha