Can I find stocks based on their Price to Earnings ratio?

Yes. The Price to Earnings ratio is calculated by dividing the current price by the sum of the Diluted Earnings per Share from continuing operations BEFORE Extraordinary Items and Accounting Changes for the trailing twelve month period. 

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Payout Ratio (TTM)
Can I scan for stocks based on their Price to Earnings Growth Ratio?