Datakällor: Tillverkning av mjukt matbröd och färska bakverk
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 | Retailers' shelf prices scraped by price-comparison vendors; national statistics offices (CPI bread indices); Eurostat/USDA; flour and… | Per SKU per store per day; monthly national index | öppna |
| registry/licensing/permits | National/local food safety authorities (food establishment registration), environmental permit registries, business registries | Per establishment/site | öppna |
| employment & workforce | National statistics offices (SBS/labour force by NACE), payroll providers, trade unions and bakers' associations | Monthly/annual by NACE class and region; per-site headcount internally | öppna |
| financial filings | Company registries (Companies House, Handelsregister), listed bakery groups (Grupo Bimbo, Aryzta, Lantmännen Unibake), credit bureaus… | Annual/quarterly per legal entity | öppna |
| incident/safety/claims | Occupational safety regulators (HSE/OSHA equivalents), workers' comp insurers, RASFF/product recall databases | Per incident, per recall, per site annual rates | öppna |
| waste & emissions | Operators' sustainability reports, food-waste reduction schemes (WRAP Courtauld), environmental regulators (E-PRTR for large plants)… | Per site annual; per store daily unsold-product waste internally | öppna |
| production output | Bakery plant MES systems; national statistical offices (PRODCOM/industrial production statistics); trade associations (e.g. Federation of… | Per line per shift internally; monthly/annual tonnage aggregate publicly | öppna |
| quality & compliance testing | Food safety regulators (inspection results, RASFF recalls), third-party certifiers (BRCGS, IFS, organic bodies), in-house QA labs… | Per inspection, per batch, per recall notice | öppna |
| transactional/sales | Industrial bakeries' ERP/order systems, retail bakery chain POS providers, supermarket in-store bakery scan data resold via… | Per transaction / per SKU per store per week | köpbara |
| geospatial/movement | POI datasets (SafeGraph, Overture, OSM) for bakery outlets; footfall vendors for high-street bakery chains | Per outlet location; daily visit counts | köpbara |
| reviews & sentiment | Google Maps, Yelp, TripAdvisor, Trustpilot for retail bakeries; retailer product review pages; social listening vendors | Per review per outlet/product | köpbara |
| communications/marketing performance | Bakery brands' media agencies, retail media networks, ad-intelligence vendors (Nielsen Ad Intel, Pathmatics) | Per campaign per channel per week | köpbara |
| inventory & supply chain | Bakery ERP systems (SAP, plant-specific), flour millers and yeast/ingredient suppliers, distribution/DSD systems, retailer vendor-managed… | Per SKU per depot per day; per delivery route | partnerskap |
| energy consumption | Plant energy management systems, utility suppliers, national energy-use-by-sector surveys, EU ETS for large installations | Per site per half-hour internally; annual sectoral aggregates publicly | partnerskap |
| logistics & freight movement | Direct-store-delivery fleets, telematics vendors, 3PL cold/ambient chain providers | Per route per day; per delivery drop | partnerskap |
| weather-dependent metrics | Bakery demand-planning teams combining POS with national met service data; forecasting SaaS vendors | Daily per store/region | partnerskap |
| customer demographics | Retail bakery chain loyalty programmes (e.g. Greggs, Panera-type), supermarket loyalty data resold via dunnhumby/84.51 | Per loyalty member per basket; postcode-level aggregates | partnerskap |
| sensor/IoT | Oven and proofer OEMs (Mecatherm, Rondo, Koenig), plant SCADA/MES, cold-chain telemetry vendors | Per oven/zone per second-to-minute; per proofing chamber | exklusiva |
| maintenance & asset condition | Bakery plant CMMS systems, oven/mixer OEM service organisations | Per asset per work order | 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.