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Data Analysis

Large-Scale Review Analysis Pipeline

NLP pipeline processing ~500K reviews, filtering for layout/furniture insights with keyword classification.

5
500K Review Analysis
JSONNLPExcelFiltering

The Challenge

NLP pipeline processing ~500K reviews, filtering for layout/furniture insights with keyword classification.

Key Highlights

  • ~500,000 reviews processed
  • Multi-chain analysis
  • NLP classification
  • Structured outputs

Outcome

Analyzed trends: sticky tables, cramped seating, signage gaps, missing pickup shelves.

Technologies Used

JSON
NLP
Excel
Filtering
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