Quaker Chemical (KWR) shares soared 14.4% in the last trading session to close at $111.22. The move was backed by solid volume with far more shares changing hands than in a normal session.

The Price to Earnings (P/E) ratio, a key valuation measure, is calculated by dividing the stock's most recent closing price by the sum of the diluted earnings per share from continuing operations ...