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a3b7417384
Implement smart categorization to normalize free-text survey responses into standardized categories for better analytics breakdowns. Key features: - Industry normalization: 16 major categories based on ~9,000 user analysis - Use case normalization: 10 common patterns for workflow purposes - Dual storage: normalized + raw values preserved - Migration utility: script for cleaning existing Mixpanel data - Pattern matching: regex-based categorization with fallback handling Addresses proliferation of one-off categories that make Mixpanel breakdowns difficult to analyze. Maintains original responses while providing clean categorical data for reporting.