The mean is most effective in scenarios where the data distribution is relatively symmetrical and free from significant outliers. It is particularly useful in:
Descriptive Statistics: Summarizing large sets of data to provide a quick overview of key metrics. Comparative Analysis: Comparing average performance across different time periods, departments, or product lines. Trend Analysis: Identifying trends and patterns in business metrics over time.