It’s dangerous to assume that numbers tell the whole story. It’s better to think of data not as a smoking gun, but as a trail of breadcrumbs. Metrics can point you toward problem areas or alert you to a potential issue that you might not have otherwise noticed.
We definitely agree with this statement in a pretty good article about metrics pitfalls: 5 Measurement Pitfalls to Avoid. (via analyticisms)