How to read a sensor help needed

The question you must ask yourself is what variations were you expecting? It looks like the sensor has a much greater range of flow that you are giving it. What is the maximum flow rate it can indicate and are you anywhere close to that? Flow meters are often at there most inaccurate at low flow rates.