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Home / Redaction Analysis

Redaction Analysis

2.6 million redaction bar locations mapped by spatial analysis across all EFTA documents. The <code>ocr_text</code> column contains text the scanner produced when its OCR engine tried to read the black bars — ~98% is garbled noise, not recovered hidden content. The EFTA documents use baked-in image redactions (not removable PDF overlays). Also includes 107,000 automatically extracted entities (names, dates, amounts).

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Document Summary
849,655 records

Per-document redaction summary. <code>text_near_bar_count</code> = bars where OCR text was detected nearby (mostly noise).

id, pdf_path, efta_number, total_redactions, text_near_bar_count, proper_redactions, has_ocr_text, scanned_at, dataset_source
Extracted Entities
107,422 records

Names, phone numbers, amounts, emails, and organizations extracted from document text.

id, source_redaction_id, efta_number, page_number, entity_type, entity_value, context, dataset_source
Redaction Locations
2,587,102 records

Detected redaction bars with spatial coordinates. <code>redaction_type</code>: text_near_bar (OCR text found near bar), proper_redaction (no text detected), white_rectangle. The <code>ocr_text</code> column is scanner noise from the OCR engine attempting to read black bars — not recovered hidden text.

id, pdf_path, efta_number, page_number, redaction_type, rect_x0, rect_y0, rect_x1, rect_y1, ocr_text, confidence, detected_at, dataset_source
Sqlite Sequence
2 records

name, seq
Source Data Investigation Reports DOJ EFTA CC BY-NC-SA 4.0 Contact
Independent research project. Not affiliated with the U.S. Department of Justice. All analytical text on this site is AI-generated (Claude, Anthropic) and iteratively fact-checked against source documents, but may contain errors. Verify all claims against linked EFTA sources before citing.
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Source Data Investigation Reports DOJ EFTA Privacy Contact
Independent research project. Not affiliated with the U.S. Department of Justice, FBI, any government agency, or Anthropic. All investigation reports and analytical text on this site are AI-generated (Claude, Anthropic) and iteratively fact-checked against source documents, but may contain errors. This is not legal advice. Verify all claims against the linked EFTA source documents before citing.
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