This refers to the calculation of the value below which a certain percentage of observations in a dataset fall. For example, the 50th percentile (median) is the value below which 50% of the observations may be found. Percentile computation is widely used to understand the distribution and tendencies in a dataset, such as understanding the performance benchmarks in battery lifecycles or energy consumption patterns.