Element Map

- / -

Drop data files to explore element maps

Each cell is a strict square - full scan range at true aspect ratio
A vs B

Pairwise Distance Matrix

All Metrics (26)

Multi-Element Overlay

PCA Embedding

Pearson Correlation

Descriptive Statistics

ANOVA / Kruskal-Wallis

PCA

t-SNE

UMAP

Dendrogram

K-Means Clustering

Image Quality Metrics by Transform PSNR | Entropy | CEI | Tenengrad | SSIM

AODA Continuous Optimisation Golden-Section vs Secant | Box-Cox power

Top Metrics

Comprehensive Benchmark

No data loaded

Drop CSV/XLSX files on the left, or click Load Sample
Ready