*Real project. Result shown above
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Over 70,000 Supplier names normalized using Python.
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Included a block of code written by students of Rutgers university for comparison
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final version is using hard-coded logics and Python CleanCo Package
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attempted to address matching for further normalization, but results found out not accurate
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attempted machine learning clustering for further normalization , but results found out not accurate