Interactive viewer · Walk-through · Math & statistics

Semantic Universe Explorer — SUE

Selection

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Company Prose→Tabular score Digit Density of Text Cross-corpus outlierness (rank) In-doc typicality Unsupervised cluster (GMM) Content type (12 categories)

In this mode, marker shape encodes company (● AMAT, ◆ ASML, ■ KLA, ✚ Lam, ✖ TEL).

Filter — content category

Isolate a single one of the twelve recurring Global-Impact-Report content types (CEO letter, Scope emissions, water, workforce, etc.).

Filter — content type

All chunks Only prose (digits < 5%) Only ambiguous (5–18%) Only tabular (digits > 18%)

Or narrow further with a range:

0%

40%

Filter — companies

Filter — outliers only

Show only the top 15% most atypical

Ranks each chunk by mean distance to the four other firms’ centroids; identifies passages atypical of the competitor set.

Selection display

Gray out unrelated points

Coming soon: interactive t-SNE and UMAP viewers.

Selected point

Click any point on the plot, or select a featured chunk below.

Featured chunks

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