Data Cleaning: Fuzzy Logic & Addressing Ambiguity

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Data cleaning is often described as “fixing errors”, but that misses the harder reality: real-world data is frequently uncertain, not simply wrong. A customer address might be incomplete, a vendor name might be abbreviated, or

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