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Your dimension names must be NCName compliant, which means the can only contain letters, numbers, and the special characters hypen (-), underscore (_), and period (.). Whitespace and all other special characters are forbidden.
NCName is convention used in XML. If dimension name not following this convention, it can throw error while validating it against schema.
For more detailed information in NCName please read Chapter 2. Using the Endeca Query Language, page no. 20 on AdvDevGuide.pdf