Problem
Autocorrelation of Various Time Series
Autocorrelation is often used to determine whether a time series is stationary or not. It is also used to identify the order of a time series model.
Compute and plot the autocorrelation function of a random walk (brown noise) series. Provide the Python code that generates a random walk.