Question: what are the three main summary characteristics of the overall distribution of data?
Answer: To describe a distribution with numbers we consider shape, center, and spread. These three characteristics vie a good description of the overall pattern. We already know about shape: symmetric or skewed. The most common measure of center is our ordinary arithmetic average (MEAN).