What is distribution and why is it needed for an analyst?

Distribution is a way to show how data values are spread across a range. For analysts, this is important to understand the data structure, identify patterns, anomalies, and segments.

For example, the distribution of time users spend in an app can help determine whether there is a large group of active users or, conversely, many users who leave quickly. This helps in making decisions to improve the product and targeting.