Datakällor: Detaljhandel med bröd, konditorivaror och konfektyrer
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 |
|---|---|---|---|
| pricing | Retail chain websites and click-and-collect menus, national statistics offices (CPI price collection for bread/cakes), price-comparison and… | Per SKU per store, weekly or monthly index level | öppna |
| registry/licensing/permits | Local authority food business registers, national food safety authorities (e.g. FSA hygiene rating scheme, EU member-state food… | Per establishment / per premises | öppna |
| employment & workforce | National statistical offices and labour surveys, chain HR/workforce-scheduling systems (Fourth, Deputy), payroll providers | Sector/regional monthly aggregate (official); per employee per shift (operator) | öppna |
| financial filings | National company registries (Companies House, Bundesanzeiger, etc.), credit bureaus (Creditsafe, Dun & Bradstreet), listed bakery chains'… | Annual per legal entity; segment/like-for-like sales for listed chains | öppna |
| incident/safety/claims | National occupational safety authorities (burn/slip incident reporting), insurers of retail food businesses, operators' H&S systems | Per incident report; per claim; sector annual aggregate | öppna |
| quality & compliance testing | Municipal food hygiene inspectorates, national food safety authorities, allergen/lab testing providers used by chains, RASFF alert system | Per inspection per premises; per test sample; per recall notice | öppna |
| geospatial/movement | POI and location-intelligence vendors (SafeGraph/Advan, Placer.ai, HERE, OpenStreetMap), mobile footfall vendors, shopping-centre footfall… | Per store location; daily/hourly visit counts and catchment origins | köpbara |
| reviews & sentiment | Google Maps, TripAdvisor, Yelp, Just Eat/Deliveroo/Uber Eats listings, social media | Per review per outlet, timestamped | köpbara |
| customer demographics | Loyalty programme operators of bakery chains, card-panel and transaction-data vendors (Fable/Cardlytics, bank spend panels), geodemographic… | Per cardholder segment; catchment-level profiles per store | köpbara |
| transactional/sales | Bakery chain operators (e.g. bakery retail chains), independent shops' EPOS vendors (Lightspeed, Square, Zettle), loyalty app providers | Per transaction / per item line, aggregated daily per store | partnerskap |
| sensor/IoT | Operators using connected ovens/fridges and HACCP temperature-monitoring vendors (e.g. Monika, Checkit) | Per sensor reading, minutes to hourly per site | partnerskap |
| energy consumption | Store operators via utility metering, energy suppliers and half-hourly meter data aggregators (ovens are a major load) | Half-hourly per meter / per site | partnerskap |
| logistics & freight movement | Chain distribution operations, third-party chilled/ambient distributors serving bakery retail, delivery platforms' courier logs | Per delivery drop / per route per day | partnerskap |
| weather-dependent metrics | Operators' demand-forecasting teams linking sales to weather; national met services supplying the weather side | Daily per store paired with local weather observations | partnerskap |
| waste & emissions | Chain sustainability/CSR reporting teams, food-waste redistribution platforms (Too Good To Go, Olio, food banks), waste collection… | Per store per day (surplus bags/collections); annual corporate aggregate | partnerskap |
| inventory & supply chain | Bakery chain central production/ERP systems, wholesale bakery suppliers (industrial bread plants), ingredient distributors | Per SKU per store per day (bake-off orders, deliveries, waste-outs) | exklusiva |
| production output | In-store bakery and central bake-off production systems of bakery retail chains; supplying plant bakeries | Per batch / per SKU per site per day | exklusiva |
| maintenance & asset condition | Oven, proofer and refrigeration service contractors; facilities-management providers to bakery chains | Per asset per service visit | exklusiva |
| communications/marketing performance | Chain marketing teams, delivery-platform ad dashboards, Meta/Google ad accounts, loyalty app push-campaign logs | Per campaign per channel, daily | exklusiva |
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