Data analysts leverage statistical methods to derive valuable insights from data. By applying techniques such as regression analysis, hypothesis testing, and descriptive statistics, they can uncover underlying trends, patterns, and relationships within datasets. These methods allow analysts to make data-driven decisions and provide actionable recommendations. Furthermore, visualizing data using charts and graphs can improve stakeholder understanding and facilitate effective communication of the analysis outcomes.