In the world of business, Shanghai is a city that stands out for its vibrant economy and dynamic business landscape. As a hub of innovation and growth, Shanghai attracts top companies from around the globe looking to establish a presence in China. However, with the vast amount of data available related to these companies, the importance of data validation and cleaning cannot be overstated.

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