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What are some issues in data analysis?

A few of the inherent issues in data analysis relate to policy concerns; while others are related to the technical side of things. Data privacy is a major policy concern which businesses need to be cognizant of while extracting & processing sensitive data. Other than that, processing large sets of unstructured data into a relational format is extremely challenging as well. Also, the cost factor in large-scale data science projects often acts as a bottleneck as well for businesses.