There will be numbers that get at the quality of earnings. For each ratio, we will display extreme stocks—those that score well above or below the norm.

As of the closing bell on Feb. 6, the S&P 500's Shiller P/E clocked in at a reading of 38.37, which is just shy of its closing high of 38.89 for the current bull market. More importantly, it ...