Analyzing sales data involves several steps. First, data must be cleaned and organized to ensure accuracy. Next, various analytical tools and techniques, such as statistical analysis and data visualization, can be used to identify patterns and trends. Advanced methods like predictive analytics can forecast future sales based on historical data.