ClusterScope
Interactive Cluster Visualization Tool
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Welcome to ClusterScope
Load any CSV file with 2D coordinates from dimensional reduction algorithms.
This tool supports UMAP, t-SNE, PCA, ICA, MDS, and any other 2D embedding.
🔧 Required Columns:
cluster, [X-coord], [Y-coord], file_url
📐 Supported Coordinate Formats:
• UMAP: UMAP1, UMAP2
• t-SNE: tsne1, tsne2 or tSNE_1, tSNE_2
• PCA: PC1, PC2 or pca1, pca2
• ICA: IC1, IC2 or ica1, ica2
• MDS: MDS1, MDS2
• Custom: x, y or dim1, dim2
📝 Optional Columns:
text, description, label, category
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Clusters
Data Point Analysis
Load data and select a point to view detailed information
Load your CSV file to begin data exploration