Datakällor: Detaljhandel med brett sortiment, mest livsmedel, drycker och tobak
Vilka data som faktiskt finns om den här branschen, vem som vanligen har dem, på vilken granularitet och hur åtkomliga de är. Öppna betyder öppet publicerade; köpbara säljs av en leverantör; partnerskap kräver ett bilateralt avtal; exklusiva är i praktiken inlåsta hos en enda part.
Tabellposterna är skrivna på engelska.
| Datakategori | Vem har dem | Granularitet | Åtkomst |
|---|---|---|---|
| registry/licensing/permits | National 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 dates | öppna |
| employment & workforce | Retail 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… | öppna |
| reviews & sentiment | Google 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… | öppna |
| financial filings | Listed 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… | öppna |
| incident/safety/claims | Food 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… | öppna |
| waste & emissions | Retail 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… | öppna |
| quality & compliance testing | Official 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… | öppna |
| transactional/sales | Supermarket 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… | köpbara |
| pricing | Retailers' 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… | köpbara |
| geospatial/movement | Mobile 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… | köpbara |
| customer demographics | Loyalty-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… | köpbara |
| inventory & supply chain | Retail 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 shipment | partnerskap |
| sensor/IoT | Store 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… | partnerskap |
| energy consumption | Store 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… | partnerskap |
| logistics & freight movement | Retailer-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 day | partnerskap |
| weather-dependent metrics | Retailers' 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 sales | partnerskap |
| booking/utilization/occupancy | Grocery 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… | partnerskap |
| communications/marketing performance | Retail 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… | partnerskap |
| maintenance & asset condition | Facilities-management contractors and refrigeration service firms; CMMS platforms used by chains; equipment OEM service records | Per asset (fridge case, HVAC unit, checkout) per work order/service visit | exklusiva |
Sammanställt av TriDatas researchsystem ur offentliga register, branschstruktur och regulatoriska rapporteringskrav; uppdateras i takt med att den underliggande katalogen växer. Slå upp själva koden i NACE-kodsökningen.