The data analysis is the point. Your own statements show you're starting from assumptive logic and therefore faulty reasoning. You are literally using faulty reasoning to say scientific reasoning is faulty. My example: "To attribute a hypothesis to an observation, then collect data and develop experiments to reinforce that line of thinking," This is exactly what the methods are developed to avoid! This is not to address corruption, which does exist. In those cases they look to reinforce.