Please download historical annual price data for S&P $500$ Index proxy $^$SP$500$TR or SPY for the last $25$ years and calculate the following:

Arithmetic average

Geometric average

Skewness

Kurtosis

Forecast your cumulative return for a $15-$year investment in an S&P $500$ Index if you are using $25$ years of historical data.