Dataset
design-patents-not-in-impact
Original TIFF drawings and grant full-text XML for 165,917 U.S. design patents omitted from the AI4Patents/IMPACT collection, filling gaps including 161,093 grants from 2023 to 2026 and 4,824 earlier patents missing from IMPACT.
Data preview
Dataset card
This dataset provides 165,917 US design patents absent from the AI4Patents/IMPACT corpus, covering grant years 2008 through 2026. It bundles original TIFF drawing images and grant full-text XML retrieved from USPTO weekly archives, packaged as year-by-year zstd-compressed tar files.
What this dataset contains
The release supplies two artifacts per patent: a set of TIFF drawing images and the grant full-text XML, organized by grant year. Most of the 165,917 patents come from 2023-2026, which fall outside IMPACT's 2007-2022 coverage window, while the remainder are 2008-2022 grants that IMPACT omitted. The patents span 34 USPC design classes and have figure-type labels such as perspective, front, and overview.
Structure and fields
Top-level layout groups archives by grant year under an images/{year}.tar.zst path, accompanied by a manifest _manifest/{year}.tsv listing every archive member with its path and bytes, plus _report/sha256.txt with SHA-256 hashes and _report/build.txt describing how the archives were produced. Inside each archive, one directory per patent (for example USD0973998-20230103) holds TIFFs named D00000.TIF onward and a grant XML file. The published tabular split exposes just two columns, path and bytes, reflecting the manifest rather than per-patent metadata.
How analysts use it
Analysts studying design-patent activity outside the IMPACT era can use the collection to extend coverage through 2026, with TIFF drawings suited to image-based modeling and XML grants providing bibliographic and classification text. The figure-type breakdown supports filtering for perspective, front, or overview drawings when training or evaluating design-similarity models. For competitive-intelligence or IP-strategy workflows, the dataset offers a way to monitor 2023-2026 design grants that other open repositories currently miss.
Documentation & references 1
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