Which direction do you turn for the oxygen sensor?

To remove an oxygen sensor, you typically turn it counterclockwise. If you're installing a new one, you would turn it clockwise to secure it. Always ensure the sensor is properly threaded and tightened to avoid any exhaust leaks.