Volatility is a measure of the dispersion of returns for a given security. Usually, the higher the volatility, the riskier the security. A highly volatile stock will have large swings in price up and down.
Aikido uses 3 and 12 month periods to calculate volatility. It is the standard deviation of the percentage returns over those periods.