Data Explorer

Vector Data Visualization

Explore your vector embeddings through interactive visualizations and data analysis. Discover patterns and relationships in your high-dimensional research data.

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Total Vectors

Import Research Data

Upload your vector embeddings from CSV or HDF5 files

Supported formats: CSV, HDF5 (.h5, .hdf5)
Please select a valid data file.
CSV Format
  • submitter_ids: Unique identifiers
  • X: Comma-separated embedding values
  • y: Category/label information
HDF5 Format
  • /submitter_ids: ID dataset
  • /X: Embedding matrix
  • /y: Label dataset

Vector Similarity Search

Find similar vectors using cosine similarity or other metrics

Enter your query vector as comma-separated float values

Distribution Analysis

Category distribution in your dataset

UMAP Projection

2D visualization of high-dimensional embeddings

Initializing UMAP visualization...
This process runs in the background

Explore in 3D Space

Interactive 3D visualization with clickable points for similarity search.
Discover patterns and relationships in your vector embeddings.

Click & Explore
Find Similar Vectors
Color-coded Types
Launch 3D Visualization
0 vectors • 0 cancer types

Vector Dataset

Complete view of stored vectors and metadata

ID Document Metadata Embedding (preview)
Showing 0 vectors in current collection
Data updated in real-time