10.103 Bacteria in water samples are sometimes difficult to count, but their presence can easily be detected by culturing. In 50 independently selected water samples from a lake, 43 contained certain harmful bacteria. After adding a chemical to the lake water, another 50 water samples showed only 22 with the harmful bacteria. Does the addition of the chemical significantly reduce the proportion of samples containing the harmful bacteria?