Garbage in, garbage out. Garbage in, garbage out. Garbage in, garbage out.

In the history of computing, no single mantra has been bandied about so much and with so little effect. It is intuitively obvious that if you are working with poor quality data, the results generated by using that data will suffer accordingly. And many people have an intuitive sense of the quality of their data.