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Volatility refers to the qualitative “jumpiness” of stock prices. A stock whose value fluctuates by 30% in a single day would be considered volatile by almost any measure, but in general volatility can slippery concept to define. In this tutorial we’ll look at one way to calculate volatility mathematically, using the rolling standard deviation.