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You don't need to be a coder to use Python in Excel for data cleaning

Python in Excel makes data cleaning easier than formulas ever did—no coding background required.
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Extract Hyperlink Addresses in Excel with VBA or Office Scripts

Office Scripts extract Excel hyperlink URLs without macros; results are hardcoded so the file can stay .xlsx, reuse is straightforward.