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Data Analysis and Methodology Essay Preview: Data Analysis and Methodology Report this essay Data Analysis and MethodologySample selectionThe study is based on the performance of the USA construction firms during the financial crisis of 2006 – 2008. The construction and engineering company data has been identified from Cass website based on the stock repurchase during.