Willie Johnson's classic is a one chord tune with a slide guitar riff that closely mimics the vocal line.
Try and play it up-tempo if you can which means you'll have to be very accurate with your slide particularly. The trick to this one is in following the phrasing very closely to get the melody tight around that constant downbeat on the thumb.