No, not necessarily, the Natural Resources Defense Council (NRDC) conducted a four-year review of the bottled water industry and the safety standards that govern it, including a comparison of national bottled water rules with national tap water rules, and independent testing of over 1,000 bottles of water.  Their conclusion is that there is no assurance that just because water comes out of a bottle it is any cleaner or safer than water from the tap.