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Open Data: Business POI & Food-Hygiene Locations (UK FHRS + US city registries)

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@devin-ai-integration devin-ai-integration released this 05 Aug 16:20
· 3 commits to main since this release
open-data-business-poi
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Open Data: Business POI & Food-Hygiene Locations (UK FHRS + US city registries) — part of the DataForge Open Data program.

Full production packages, free for academic and personal use under CC BY-NC 4.0 (attribution + backlink required). Same files as served at https://dl.zalize.com/open-data/<package_id> (machine-readable index: https://dl.zalize.com/open-data).

Packages

Package Tier Rows Size SHA-256 Scope
poi-tier1-S-2026-08-02 S 361,421 0.04 GB 586d64e78710968de8d625bc7b4c0d6b250b3664c14c50253f37b48dab4693e8 US businesses from the NYC / Chicago / San Francisco open-data registries
poi-tier1-M-2026-08-02 M 446,976 0.05 GB ef798537e24cfa74eb3c34fb809feae829b3a23182d1e711fd77dbacebf7da67 UK food businesses from the Food Hygiene Rating Scheme (FHRS), with hygiene ratings
poi-tier1-L-2026-08-02 L 808,397 0.09 GB c06feb74a23b32a1e741f34844c3bf2c8ed505348e1e0b0b3c9e94610633b4cc Full license-isolated open-government corpus: UK FHRS + NYC/Chicago/SF registries
poi-open-gov-parquet-2026-08-01 open-gov 808,397 0.05 GB d6de53c64a53283cee9643006859878b2349ff287eac99ff784867a3fca49b65 poi — poi_open_gov_2026-08-01.parquet
poi-open-gov-csv-2026-08-01 open-gov 808,397 0.05 GB 64cf8d21e4554e0088502146e856a68407f4650a7a741054e1985589342b11c2 poi — poi_open_gov_2026-08-01.csv.gz
poi-open-gov-jsonl-2026-08-01 open-gov 808,397 0.06 GB 7ff5ca50070cbfdf286ca5a6d5fd59c0e007d366fe3eb34cc8a9c29cc5bda232 poi — poi_open_gov_2026-08-01.jsonl.gz

Data dictionary & datasheet

Field-level documentation lives in this repo under datasets/ and on the portal page: https://data.zalize.com/datasets/business-poi-locations-dataset

License

CC BY-NC 4.0 (DataForge curated layer) / commercial license — upstream: UK OGL v3.0 (FHRS) + US city open-data terms

  • Academic / personal use: CC BY-NC 4.0 on the DataForge curated layer — attribution + backlink required.
  • Commercial use: requires a DataForge commercial license — contact us via the portal.
  • Upstream source: UK FHRS + US city business-license open-data portals. Upstream license terms (public domain / CC BY / OGL where applicable) continue to apply to the underlying data.

Citation / attribution

Please credit:

Contains public sector information licensed under the Open Government Licence v3.0; via DataForge (data.zalize.com) — https://data.zalize.com

For attribution-licensed upstreams keep the upstream credit (PatentsView CC BY 4.0; "Contains public sector information licensed under the Open Government Licence v3.0").

🔗 DataForge portal: https://data.zalize.com · All open data: https://data.zalize.com/open-data

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