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The use of computer techniques and tools is of the utmost importance to help analyse data, such as Data Mining. Data mining is the process of exploring large amounts of data in order to find anomalies, patterns and correlations to support decision-making and provide strategic advantages. With this in mind, the aim of this study was to analyse data on natural disasters and run Data Mining algorithms to generate some kind of implicit knowledge in the data.