I was working with a customer recently to use their customer data to do some profiling and to build a response model. Unfortunately the customer list was so poorly maintained that we could match less than half of the records to our files. Even after extensive cleanup about half of their customer base was left out of the analysis.
But we still had plenty of records for analysis, so no problem, right? Wrong. The customer records that were incorrect or incomplete were more likely to be....