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Language Analysis

The Four Whispers

Detecting filing language divergence across SEC 10-K and 10-Q filings.

Filing Timeline

Every 10-K and 10-Q in the sector. Dot size = flag count; colour = signal strength.

Term Frequency Heatmap

Terms each company emphasises more (or less) than its peers in the same year

Sentiment Drift

Sector-mean Loughran-McDonald scores by year, filtered to one filing section (each section has a different baseline tone, so they shouldnโ€™t be averaged together).

Conspicuous Silence & Stability

Terms that vanished from recent filings, and terms a company is conspicuously not changing while peers do. Showing the 100 most recent and severe flags โ€” scroll to see more.