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Library released newspaper text tools and a bulk-data portal

Retrospective: The August software announcement followed an April notice about moving bulk newspaper data.

Event / announcement date
2026-08-11
Earliest linked source date
2026-04-01
NewsTumble first published
2026-10-25T23:43:00Z
NewsTumble updated
2026-10-25T23:43:00Z
Three facts: over 425,000 pages reprocessed, over 23 million pages in datasets, open code.
Original factual graphic of the Library’s August 2026 announcement; figures are self-reported. · NewsTumble AI / original factual editorial graphic · · Image source ↗ · owned ↗

The Library of Congress announced on August 11, 2026, that it had released NDNP-Open-OCR, software for improving machine-readable text from historical newspapers. The institution said it had reprocessed more than 425,000 pages and opened a datasets portal covering more than 23 million newspaper pages. [1]

The Library described tools for downloading entire batches, sorting records and checking archive files with SHA-256 checksums. Its software uses Python and the Tesseract recognition engine. Those are the institution’s descriptions of its tools and collection; the announcement does not establish an independently measured accuracy rate. [1]

The release followed an April 1 migration update that scheduled a redirect from the legacy bulk-text page to the new datasets page for April 8. That notice said bulk text would remain available, while computational researchers should move to the Library’s newer application programming interface. [2]

The migration also changed how older saved searches behave. The Library warned that more content and a revised search index could change results, and that it could not guarantee every link containing search terms would resolve. Its guidance was to begin a new search when needed. [2]

The source

  1. Library of Congress: When Open Data Comes Full Circle: New OCR Reprocessing Software and Datasets Portal for Chronicling America | The Signal ↗
    Source published 2026-08-11 · reviewed October 25, 2026 · explicit publication/release date
  2. Library of Congress: Chronicling America Website Migration - National Digital Newspaper Program (Library of Congress) ↗
    Source published 2026-04-01 · reviewed October 25, 2026 · explicit publication/release date
Sources reviewed October 25, 2026. External pages may change.

About this item: Retrospective source brief. No first-hand reporting or independent testing is claimed. Corrections policy.

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