Data Visualization App

1. Load Your Data

Try a Sample Dataset

Selecting a dataset loads it automatically.

— OR —

Reduction Method

Dimensions

t-SNE Perplexity (5-50)

UMAP n_neighbors (5-50)

UMAP min_dist (0.0–1.0)

PHATE k (nearest neighbors)

PHATE t (diffusion steps)

SONG codebook size

TDA cover intervals

TDA overlap %

Label Column (optional)

Processing your data...