Year-over-Year Disclosure Analysis

US biopharma 10-K MD&A · Tone · Readability · Stability · Topic shift

Years Analyzed

Abnormal Alerts

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Latest Net Tone

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Latest Fog Index

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≥12 complex · ≥17 very complex

Narrative Stability — Cosine Similarity

Tone Composition — LM Dictionary

Readability — Gunning Fog Index

Topic Shift Score — Year-over-Year

Abnormal Change Alerts