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Normalization rules are a set of algorithms that translates the original (raw) data into more meaningful and human friendly form. There are built-in rules as well as custom rules editable via the UI.
NVD stands for National Vulnerability Database and is a government repository that includes databases of security checklists, security related software flaws, etc.