Quadratic Variation is a measure of the Accumulated variability of a Stochastic Process that takes into account the Square of the increments. It is especially important in the analysis of Financial Markets, primarily for processes with Continuous paths like Brownian Motion, where it distinguishes between Finite variances and Increments that converge in Quadratic Mean.