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Nowadays firms that are working with big data have developed multiple tools to transfer, operate and analyze data. But to be able to draw meaningful conclusions out of data analysis, a firm needs to obtain clean data and set clear goals for the analysis. This paper reviews the facts that prove the importance of well-maintained databases in the life of value-driven businesses.