Time Series Analysis, Stochastic Process, Volatility, Data Science.
convert it to a return, and then take the “standard deviation”. Let's implement all of those in Python: First, here I import some well-known packages for doing data analysis and visualization part: Then, let's clean the data in the format we want and plot the np.array “sp500_yearly_returns”: Plot