In the world of data-driven decision-making, even small errors in data analysis can lead to costly outcomes. While data analysis empowers organizations to uncover trends, solve problems, and drive innovation, it also comes with its share of pitfalls. Understanding these common data analysis mistakes — and knowing how to fix them — can significantly improve the accuracy and value of your insights.