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.
