"People interpret those facts differently, plain and simple." - Perry
People can only interpret facts if they are aware of all the other facts that go with the initial fact. This is where creationists diverge from scientists. The scientist interprets a set of related facts and the conclusion is drawn from where all the evidence leads whereas the creationist will interpret certain facts whilst ignoring all those that refute their desired conclusion.
"The tendency is to attack anothers interpretation of the facts and call that interpretation not science, psuedo science, fairy tale etc.," - Perry
If the conclusion is drawn from a limited data set that supports the conclusion whilst ignoring everything else that disagrees then yes, that is not science etc... If you claim to be a scientist and behave in that manner (Henry Morris et al...) then you will rightly be called on that.
"when in fact many times interpretation, especially theoretical interpretation, is a process of the mind and not a falsifiable conclusion." - Perry
Then it isn't science.... Stop pretending it is.... Science has to be falsifiable at all levels or it isn't science. I can write that last sentence in capitals, in bold, with a lovely background highlight if you are struggling to understand that simple concept.