No more weird and arbitrary than the motion of the pendulum itself. I think you're underestimating the human intelligence component of the system. Include in the dataset an additional variable for rope length, record the data for multiple lengths - there, you've just isolated a variable in the equation and it is no longer arbitrary. The scientific method still works, but now you're working on a much more tightly bounded problem.