How much stronger does water make electricity?

Water doesn't make electricity "Stronger". However, water does conduct electricity. Henceif you were in a bath tub full of water and electricity were introduced into the water you would stand a high chance of being electrocuted as shown in many murder mysteries. The water essentially connects you to earth ground through the water and to the metal drain or water pipes that are likely grounded somewhere.