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MULTIVARIATE ANALYSIS SUMMARY REPORT
Protocol Bicorder Dataset
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Dataset: diagnostic_output.csv
Number of protocols: 406
Number of dimensions: 23
  - Design: 8
  - Entanglement: 8
  - Experience: 7

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ANALYSES PERFORMED
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K-Means: 2 clusters identified
Hierarchical: 5 clusters
DBSCAN: 281 outlier protocols identified

Dimensionality Reduction:
- Principal Component Analysis (PCA)
- t-SNE Projection
- UMAP Projection
- Factor Analysis

Statistical Analyses:
- Correlation Analysis
- Network Analysis
- Feature Importance Analysis
- Analyst Comparison

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OUTPUT FILES
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All results saved to: analysis_results/
  - plots/ : All visualizations (PNG)
  - data/ : All numerical results (CSV)
  - reports/ : This summary report

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END OF REPORT
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