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Walmart Data Ventures — Daily store-by-item assortment and availability fact feed for the largest US retail assortment, delivered as incremental bulk files. Grain is store number, operating company code, report date, catalogue item identifier and retailer item number. Beyond the available indicator, the commercially distinctive content is the reason-code decomposition of why an item is NOT transactable at a given store — separate flags for missing aisle, clearance, store capability, compliance, seasonal, prohibited, date-range, do-not-dispose, missing-dimension and item-setup non-publication …
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Daily store-by-item assortment and availability fact feed for the largest US retail assortment, delivered as incremental bulk files. Grain is store number, operating company code, report date, catalogue item identifier and retailer item number. Beyond the available indicator, the commercially distinctive content is the reason-code decomposition of why an item is NOT transactable at a given store — separate flags for missing aisle, clearance, store capability, compliance, seasonal, prohibited, date-range, do-not-dispose, missing-dimension and item-setup non-publication — plus an omni-transactability indicator, an item-eligible indicator, and a delta flag marking changes. That turns a binary out-of-stock signal into a causal record of assortment failure, which is what makes it valuable: a manufacturer can distinguish losing distribution to a data-quality defect from losing it to compliance or seasonality.
Scale Extremely large by constructionFrom 1 yearsCoverage Consumer Staples
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Walmart Data Ventures — Daily store-by-item assortment and availability fact feed for the largest US retail assortment, delivered as incremental bulk files. Grain is store number, operating company code, report date, catalogue item identifier and retailer item number. Beyond the available indicator, the commercially distinctive content is the reason-code decomposition of why an item is NOT transactable at a given store — separate flags for missing aisle, clearance, store capability, compliance, seasonal, prohibited, date-range, do-not-dispose, missing-dimension and item-setup non-publication …
Walmart Data Ventures offers (Alternative, Supply Chain, Reference, Price) — Extremely large by construction — the grain is store x operating-company-code x item x day, and the feed covers items transactable across every store-fulfilment channel for the largest US retail estate, so daily incremental rows scale in the high tens of millions to low hundreds of millions. No row or file count is published; request further research on exact volume and file sizes.
Distribution and assortment tracking for manufacturers as a leading indicator of shipment volume ahead of reported results; supply-chain and category-delisting event detection at store level; revenue-at-risk quantification from days-unavailable; retail media and advertising eligibility modeling using publish-state; store-level operational execution benchmarking by region and format; retail and pricing research on assortment decay after resets; ground-truth labelling for models that predict distribution changes or forecast category demand; audit evidence of unauthorised or inadvertent delisting
The data is with 1 years of history.
Coverage spans US; Hypermarkets & Central Discount Stores, Packaged Foods & Meats; alternative, supply_chain, reference, price; equities.
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