Which of the following is not an example of a stationary time series?

A$)$ daily returns on the S&P $500$ index

B$)$ closing prices on the S&P $500$ index

C$)$ price$-$earning ratio on the S&P $500$ index

D$)$ daily return volatility on the S&P $500$ index