Negative Tags Correlation Analysis

Discover which problematic aspects tend to occur together in property reviews

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Negative Tags Analyzed
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Strong Correlations
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Average Co-occurrence
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Most Connected Issue

Color Scale

Low (0) Medium (15) High (30+)

Darker colors indicate stronger co-occurrence between negative tag pairs

How to Read

  • Hover: See exact co-occurrence values
  • Darker cells: Tags frequently appear together
  • Diagonal: Shows individual tag frequencies
  • Patterns: Clusters reveal problem categories

🏢 Infrastructure Problems

  • No A/C ↔ Poor ventilation: 24 times
  • No heating ↔ Poor ventilation: 11 times
  • Poor maintenance ↔ Dirty bathroom: 35 times
  • These issues create cascading comfort problems

💰 Value Perception Issues

  • Overpriced ↔ Cramped space: 27 times
  • Expensive parking ↔ Overpriced: 22 times
  • No kitchen facilities ↔ Cramped space: 38 times
  • Space limitations amplify cost concerns

😴 Comfort & Rest Issues

  • Uncomfortable bed ↔ Uncomfortable pillows: 31 times
  • Noisy room ↔ Poor maintenance: 18 times
  • Uncomfortable bed ↔ Poor service: 32 times
  • Sleep quality issues compound guest dissatisfaction

🛎️ Service Quality Gaps

  • Poor service ↔ Rude staff: 29 times
  • Poor communication ↔ Rude staff: 15 times
  • Poor service ↔ Dirty bathroom: 21 times
  • Service failures often indicate broader operational issues