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A Carrington Event is the biggest solar storm happened and Affected Our Plant Earth in 1859 that all the Telegraphs was burned at that time, So, We made a Machine Learning Algorithm with High Accuracy that we can use to predict the possible Solar event will happen and then send a Warning to the Governments.