Nice study Nachiketa. It is great food for thought for people who believe in data driven decision making. D3M seems to be a great technique but if you could please elaborate it with an example would make things much clear. Also i would like to know more about about the calculations for the consistency and reliability of the data provided by the sources under this technique.