Burner Account Stylometry Lab

Forensic authorship verification comparing suspected sockpuppet comments against known author corpuses using Burrows' Delta, lexical richness, punctuation cadence, and syntax profiles.

Load Case Study:
Forensic Authorship Verdict
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Computing statistical distance...
Evaluating
Burrows' Delta 0.00 Relative Distance
Lexical Richness (TTR) 0.00 A: 0.00 | B: 0.00
Avg Sentence Length 0.0 w A: 0.0 | B: 0.0
Punctuation Cadence 0.0% Symbols per 100w

Stylistic Dimension Fingerprint (Normalized 0–100)

Known Author
Suspect Burner

Linguistic Feature Divergence

Stylometric Marker Author (A) Suspect (B) Divergence Assessment

Lexical Overlap & Salient Idioms

High-frequency function words and colloquial markers shared between both corpuses:

Ready for analysis.

How Stylometric Forensic Attribution Works

Burrows' Delta Measure

Calculates normalized z-score differences across the most frequent non-topical function words (pronouns, prepositions, conjunctions) which authors employ subconsciously, making deliberate evasion difficult.

Type-Token Ratio & Lexical Richness

Measures vocabulary diversity and hapax legomena (words occurring only once). Authors naturally sustain distinct cognitive lexical distributions even when writing casually.

Syntactic & Punctuation Rhythms

Computes clause structure lengths, comma density, contraction habits, capitalization patterns, and expressive punctuation marks that define individual writing cadences.

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