The way you're cleaning messy text data in Python is probably wrong 📊 Most analysts chain replace methods to clean phone numbers. It works until a new format appears and everything breaks. Here's the one line fix that handles infinite variations: Junior approach: chain multiple replace methods (fragile, breaks constantly). Senior approach: regex with \\D (non digit pattern). One line of logic that says
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The way you're cleaning messy text data in Python is probably wrong 📊 Most analysts chain replace methods to clean phone numbers. It works until a new format appears and everything breaks. Here's the one line fix that handles infinite variations: Junior approach: chain multiple replace methods (fragile, breaks constantly). Senior approach: regex with \\D (non digit pattern). One line of logic that says
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