If the experiment data does not support the hypothesis what would a scientist do next

Record their results. Test the experiment again. If it sill doesn't have the same results as the experiment says a real scientist then they will announce their finding to the board of scientists. Then more scientists will test both experiments and try to get the results as one of these experiments. This cycle will continue until the experiment is proven true.