CYBERTOOLS / 0x33
[SYS_NODE: 0x33 // TEXT TELEMETRY & LEXICAL DENSITY RADAR]

TEXT TELEMETRY // LEXICAL RADAR

Real-time linguistic metrics and corpus forensics. Compute character densities, lexical variation index, reading/speaking duration, syllable estimates, and frequency matrix across arbitrary text streams.

WORDS 0 0 Unique
CHARACTERS 0 0 no spaces
SENTENCES 0 ~0 w/sent
PARAGRAPHS 0 ~0 chars/w
LEXICAL DENSITY 0.0% Type-Token Ratio
READ DURATION 0s ~0s spoken
RAW TEXT CORPUS
Longest Word: none
0 chars
FREQUENCY MATRIX (TOP 10)
TERM QTY DENSITY BAR
Lexical Diversity: Low (0.00)
Average Sentence Complexity: Standard

COMPUTATIONAL LINGUISTICS, LEXICAL DENSITY & CORPUS TELEMETRY

Mathematical formulations for Type-Token Ratio (TTR), stopword distribution, readability rates, and zero-leakage privacy.

1. Lexical Density & Type-Token Ratio (TTR)

First codified in quantitative corpus linguistics by Jean Ure (1971) and expanded by M.A.K. Halliday (1985), lexical density quantifies the proportion of informative lexical items (nouns, verbs, adjectives, adverbs) relative to grammatical tokens (articles, prepositions, conjunctions):

// Mathematical Definition: Lexical Density (%) = (Unique Vocabulary Tokens ÷ Total Word Tokens) × 100

Spoken English dialogue typically hovers around 35–45% lexical density, whereas dense scientific reports, cryptographic specifications, and legal treatises regularly exceed 60–75%.

2. Temporal Readout Velocity Standards

Reading duration algorithms assume standard cognitive ingestion rates:

  • Silent Reading: Normalized at 200 to 250 words per minute (WPM) across general adult populations.
  • Spoken Speech: Standard cadence for voiceover synthesis, presentation delivery, and telemetry briefing calibrated at 130 to 150 WPM.
1. Airgapped Safety Calculations happen 100% inside your local browser thread. Proprietary documents, legal briefs, and draft essays never touch a remote server.
2. Stopword Filtering Dynamic stopword isolation separates high-frequency functional glue words from genuine semantic topic tokens.
3. Instant Telemetry Export One-click clipboard export produces structured ASCII telemetry summaries suitable for markdown documentation and engineering tickets.