DIGITAL PANOPTICON EXHAUSTIVE LEAD-MENTION DATASET
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Scope
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This dataset searches only the downloaded Digital Panopticon CSV files.
It does not alter the preserved source archive.
Lead chart rows read: 416
Unique literal lead phrases indexed: 1468
Panopticon records searched: 352,530
Output hit rows: 263,291
Unique Panopticon records with at least one hit: 184,445

What makes this pass broader
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- It uses every meaningful non-empty text cell from the lead chart's name, location, protection, legal-basis, civil/criminal, charge, role, source-reference, and notes columns.
- It adds normalized name variants and the legal-term variants already identified during the earlier search.
- It records each lead-to-record relationship instead of collapsing everything into one count.
- Single generic words are excluded when they are too broad to be useful; specific legal, location, and named phrases are retained.

Dataset totals
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- 5688700: 8,833 records searched; 8,627 hit rows
- 5688592: 82,686 records searched; 60,713 hit rows
- 5711803: 123,888 records searched; 98,743 hit rows
- 5712118: 1,127 records searched; 2,336 hit rows
- 5697994: 135,996 records searched; 92,872 hit rows

Match classes
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- Literal lead phrases: 242,081
- Criteria variants: 21,210

Most frequent literal phrases
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- london: 55,566 hit rows
- sessions: 40,177 hit rows
- quarter sessions: 25,820 hit rows
- middlesex: 25,577 hit rows
- westminster: 14,783 hit rows
- lancaster: 12,118 hit rows
- manchester: 11,934 hit rows
- birmingham: 9,619 hit rows
- middlesex sessions: 7,796 hit rows
- glasgow: 4,236 hit rows
- clerk: 4,144 hit rows
- sheffield: 3,455 hit rows
- edinburgh: 3,264 hit rows
- southampton: 3,111 hit rows
- ireland: 2,658 hit rows
- oxford: 2,281 hit rows
- lancashire: 1,358 hit rows
- john williams: 1,327 hit rows
- william jones: 1,233 hit rows
- yorkshire: 1,178 hit rows
- thomas smith: 1,006 hit rows
- southwark: 958 hit rows
- stockport: 843 hit rows
- middlesex westminster: 573 hit rows
- george white: 417 hit rows
- james williams: 378 hit rows
- john roberts: 346 hit rows
- george wood: 262 hit rows
- john collins: 258 hit rows
- john robinson: 242 hit rows
- james taylor: 215 hit rows
- william evans: 195 hit rows
- officer: 193 hit rows
- john wright: 192 hit rows
- john ryan: 188 hit rows
- lancashire assizes: 187 hit rows
- solicitor: 182 hit rows
- thomas kelly: 169 hit rows
- thomas wright: 154 hit rows
- joseph williams: 144 hit rows

Criteria variant totals
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- acquittal/acquitted: 11,051 hit rows
- newgate: 4,493 hit rows
- printing/publishing: 2,197 hit rows
- reform: 1,270 hit rows
- petition: 534 hit rows
- king's bench: 466 hit rows
- riot: 389 hit rows
- high court: 247 hit rows
- oath: 157 hit rows
- witness: 90 hit rows
- obstruction: 68 hit rows
- contempt: 61 hit rows
- libel: 54 hit rows
- treason: 48 hit rows
- referred: 38 hit rows
- parliament: 18 hit rows
- breach of peace: 14 hit rows
- seditious: 6 hit rows
- house of lords: 4 hit rows
- disturbing the peace: 2 hit rows
- privilege: 1 hit rows
- house of commons: 1 hit rows
- election: 1 hit rows

Files
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- Structured hit ledger: digital_panopticon_exhaustive_mentions.csv
- This AI-readable report: digital_panopticon_exhaustive_mentions.txt

Interpretation
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A hit means that a normalized lead phrase or criteria variant appears in the searchable text fields of a downloaded Panopticon record. It does not by itself prove that the record concerns the same person, event, legal proceeding, or privilege doctrine. Use the record ID, date, subject, matched field, and evidence columns for review.
