TriData Observatory
Cross-domain data product theses, mined nightly from EU industry intersections

Datenquellen: Einzelhandel mit Waren verschiedener Art, Hauptrichtung Nahrungs- und Genussmittel

NACE 47.11 · Abschnitt G — HANDEL · 19 Datenkategorien

Welche Daten es über diese Branche tatsächlich gibt, wer sie typischerweise hält, in welcher Granularität und wie beschaffbar sie sind. öffentlich heißt frei veröffentlicht; käuflich wird von einem Anbieter verkauft; Partnerschaft erfordert eine bilaterale Vereinbarung; exklusiv liegt faktisch bei einer einzigen Partei unter Verschluss.

Die Einträge selbst sind auf Englisch kuratiert.

DatenkategorieWer sie hältGranularitätZugang
registry/licensing/permitsNational business registers and chambers of commerce; municipal trading/opening-hours permits; alcohol and tobacco retail licence…Per establishment/premises, with licence type, holder and validity datesöffentlich
employment & workforceRetail chains' HR and workforce-management systems (Kronos/UKG, Reflexis); national statistics offices and labour force surveys; retail…Per employee shift/roster internally; headcount and hours by NACE class…öffentlich
reviews & sentimentGoogle Maps/Places, Trustpilot, Yelp, Facebook; retailer app store reviews; consumer satisfaction surveys (e.g. national consumer…Per review per store with rating and text; aggregated store rating; brand-level…öffentlich
financial filingsListed grocery groups filing annual/quarterly reports; national company registers (Companies House, Bundesanzeiger, INPI) holding…Per legal entity per year (some quarterly), including like-for-like sales and…öffentlich
incident/safety/claimsFood safety authorities publishing inspection results and hygiene ratings; RASFF and national recall portals; retailers' insurers and…Per inspection per premises; per recall notice per product; per incident/claim…öffentlich
waste & emissionsRetail chains' sustainability reporting (CSRD/GRI), food-waste redistribution platforms (Too Good To Go, FareShare, foodbank networks)…Tonnes of food waste per year per company or per store; per-collection weights…öffentlich
quality & compliance testingOfficial food control laboratories and authorities (EFSA/national pesticide residue and contaminant monitoring); retailers' own-brand…Per sample per product per test; per supplier site audit per year; per premises…öffentlich
transactional/salesSupermarket and convenience chains (Tesco, Carrefour, Ahold Delhaize), their loyalty-card programmes; POS system vendors; market…Per transaction / per basket line item at store level; aggregated weekly per…käuflich
pricingRetailers' own price files and e-commerce sites; price-scraping and comparison vendors (Profitero, Wiser, Assosia); national statistics…Per SKU per store (or per banner/region) per day; CPI collection monthly per…käuflich
geospatial/movementMobile location-data brokers (Placer.ai, Unacast, SafeGraph-type providers); store-location directories and OSM; geomarketing firms (CACI…Per store point-of-interest; visit counts and dwell time per store per day…käuflich
customer demographicsLoyalty-programme operators (Tesco Clubcard/dunnhumby, Carrefour, Albert Heijn Bonus); consumer household panels (Kantar Worldpanel, GfK…Per loyalty household with purchase history; per panel household weekly…käuflich
inventory & supply chainRetail chain ERP/replenishment systems (SAP, Oracle Retail); distribution centres; GS1 product master data pools; suppliers receiving EDI…Per SKU per store per day (stock on hand, on-order, shrink); per DC per shipmentPartnerschaft
sensor/IoTStore operators and refrigeration/BMS vendors (Danfoss, Carel, Emerson); in-store people-counting and camera analytics providers…Per fridge/freezer case or door, per minute/15-minute temperature and alarm…Partnerschaft
energy consumptionStore operators and their energy management providers; electricity suppliers and DSOs holding smart-meter data; retailers'…Half-hourly per meter per site internally; annual kWh totals and kWh/m²…Partnerschaft
logistics & freight movementRetailer-owned DC networks and their transport management systems; 3PL carriers serving grocery (e.g. STEF, Kuehne+Nagel for chilled)…Per shipment/pallet/roll-cage, per delivery route per vehicle per dayPartnerschaft
weather-dependent metricsRetailers' demand-forecasting teams pairing sales with meteorological feeds; weather data vendors (Meteo services, DTN) selling retail…Daily per store weather observation joined to daily category salesPartnerschaft
booking/utilization/occupancyGrocery e-commerce and click-and-collect platforms of chains; store footfall analytics vendors and shopping-centre landlords measuring…Per delivery/collection slot per store per day; footfall/occupancy per store…Partnerschaft
communications/marketing performanceRetail media networks run by grocers (Tesco Media, Carrefour Links, Ahold Delhaize); leaflet/flyer aggregators (Kaufda, Bonial, Tiendeo)…Per campaign per SKU (impressions, redemption, uplift); per promotional leaflet…Partnerschaft
maintenance & asset conditionFacilities-management contractors and refrigeration service firms; CMMS platforms used by chains; equipment OEM service recordsPer asset (fridge case, HVAC unit, checkout) per work order/service visitexklusiv

Zusammengestellt vom TriData-Recherchesystem aus öffentlichen Registern, Branchenstruktur und regulatorischen Meldepflichten; wird mit dem wachsenden Katalog aktualisiert. Den Code selbst schlagen Sie in der NACE-Code-Suche nach.

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