Pizza Shops Database 2.0.0: 102,819 U.S. Locations and Connected Business Details
Explore 102,819 pizza-shop locations across the United States, including Puerto Rico, with related contact and social-profile tables available by license tier.
Oddity Journal
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Field notes, guides, and clear explanations for people working with business data, digital products, software, and the systems that connect them.
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Bakers & Bakeries Database 2.0.0: A Practical Map of 64,512 U.S. Locations
Explore 64,512 screened U.S. bakery and specialty locations, with linked contact, social profile, and source membership tables in Oddity Software’s updated Bakers & Bakeries Database.
Coffee and Tea Shops Database 2.0.0: 146,467 Selected U.S. and Canadian Places
Version 2.0.0 brings 146,467 selected U.S. and Canadian coffee shops, cafes, tea rooms, and bubble tea shops into documented CSV, JSON, and SQLite packages. Compare three field tiers, review the sample, and see where status and contact details need verification.
Delicatessens Database 2.0.0: 58,714 U.S. Locations
Version 2.0.0 brings 58,714 screened U.S. delicatessen and sandwich-shop locations into four linked tables, with separate category labels, related contacts, source lineage, and CSV, JSON, and SQLite files.
Liquor Stores Database Updated: 35,944 U.S. Locations
Explore 35,944 screened U.S. liquor-retail locations in Oddity Software's new Liquor Stores Database release. Choose location data, published contact channels, or reported brand links in three connected packages.
Optical Goods Database Updated: 14,719 Selected U.S. Locations
Explore the October 14, 2026 Optical Goods Database release: 14,719 selected U.S. locations, published contacts, source lineage, and package joins.
Tree Services Database Updated: 13,238 Selected U.S. Locations
Explore build #163 of the Tree Services Database: 13,238 selected U.S. business places, published contacts, and a clear location-ID join across three packages.
U.S. Publishers and Printing Database Updated: 39,171 Connected Locations
The October 10, 2026 release organizes 39,171 selected U.S. publishers and printing locations into connected Usage, Publication, and Master packages. See how contacts, classifications, reported brand links, and historical context join by location ID.
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