I am trying to analyze data for my thesis so a factorial experimental design has been suggested. The problem is I have done the collecting data process before designing such an experiment. I have just 3 samples with 6 factors (velocity, time, depth, humidity of soil, humidity of environment) and one response value (efficiency). I am a bit confused about how to analyze these datasets. Should I run the experiment again or is there a solution?