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on windy. com and continue to work with media partners such as Channel 5, Sky, ITV, Gibraltar Broadcasting Corporation, GB News, IRN and Channel 4. This ensures that as wide an audience as possible has access to our accurate forecasts wherever they may access them. Global impact Much of our strength lies

system based on random selection of event probabilities will be sharp. For forecasts to be skilful, they must possess sharpness and reliability, with the reliability curve lying within a margin of the diagonal (Graham et al., 2005). Further information on ROC curves, reliability diagrams and other