Short interest is the number of shares sold short but not yet covered. A decrease in short interest can signal a more bullish sentiment towards a stock, as it indicates fewer investors are betting on the stock's price to fall. In the case of Parker Hannifin, the short percent of float has fallen 3.12%, which could potentially indicate a more bullish sentiment towards the stock.