Visual guide to percentiles, quartiles, and quantiles for understanding data distribution. What are Percentiles? Percentile: The value below which a given percentage of observations fall. 50th percentile = Median (half the data is below) 25th percentile = First quartile (Q1) 75th percentile = Third quartile (Q3) Key …