Changes can come from muliple sources: definition of a visit or web site visitor is changed, resulting in visitor counts suddenly dropping or exploding. Internet log files change, for instance the full user agent string is no longer recorded, impacting traffic quality scores. Or one client has data fields that are not the same or only partially overlap with those from other clients. How do you ha…