Cumulative Distribution Functions (CDFs) are vital tools utilized in probability and statistics to quantify the chance that a numerical value will take on a magnitude less than or equal to a specific point. In terms, a CDF provides a aggregated summary of the probability distribution, showing how probabilities accumulate as we move along the range