median function

Calculating the median is a cornerstone technique in exploratory data analysis (EDA). Serving as a crucial measure of central tendency, the median is defined as the middle value of a dataset when the observations are ordered sequentially. Its primary advantage over the mean (average) lies in its inherent resistance to the distorting effects of statistical