What data actually exists about this industry, who typically holds it, at what granularity, and how obtainable it is. Public means openly published; purchasable is sold by a vendor; partnership needs a bilateral deal; exclusive is effectively locked up by one party.
| Data category | Who holds it | Granularity | Access |
|---|---|---|---|
| pricing | Auction floors and contract-sales systems (TIMB daily sales reports, Malawi auction floors), USDA market news, leaf merchants | Per bale / per lot at auction; daily and seasonal average price per kg by grade… | public |
| registry/licensing/permits | Tobacco boards and ministries of agriculture (grower registration, buyer/merchant licences), EU/US quota-legacy and grower registries, FDA… | Per grower, per farm, per licence, annual renewal | public |
| employment & workforce | National labour statistics offices, ILO, ECLT Foundation and manufacturer sustainability programmes (child-labour monitoring), grower… | Per farm household survey; seasonal labour counts; national/regional annual… | public |
| financial filings | Listed leaf merchants (Universal Corporation, Pyxus International), listed integrated growers/manufacturers, SEC/EDGAR and national… | Quarterly and annual company-level statements with crop-year segment detail | public |
| weather-dependent metrics | National meteorological services, tobacco research boards (Kutsaga Research, Tobacco Research Board), commercial weather vendors | Daily per station; seasonal rainfall/curing-season summaries per growing region | public |
| waste & emissions | Cigarette manufacturers' and merchants' ESG/CDP disclosures covering leaf supply chain, deforestation-monitoring NGOs, national environment… | Annual supply-chain aggregate (Scope 3 leaf), per-country wood-fuel and… | public |
| production output | National tobacco boards (e.g. Zimbabwe TIMB, Malawi Tobacco Commission), USDA NASS, FAOSTAT, Eurostat, leaf merchants (Universal Corp… | Per-auction-lot or per-grower delivery at national boards; monthly/seasonal… | public |
| logistics & freight movement | Customs authorities, national trade statistics agencies, freight forwarders, trade-data vendors (Panjiva, ImportGenius, UN Comtrade) | Per shipment/bill of lading; monthly HS-2401 trade flows by origin-destination | purchasable |
| transactional/sales | Leaf merchants and cigarette manufacturers' leaf-buying arms, auction floor operators, grower cooperatives | Per bale or per contract delivery, per grower | partnership |
| inventory & supply chain | Leaf merchants (Universal, Pyxus/Alliance One), cigarette manufacturers, warehousing operators | Per lot / per warehouse, monthly stock positions; crop-year uncommitted… | partnership |
| geospatial/movement | Remote-sensing providers, national agricultural mapping units, sustainability-programme auditors (farm polygon mapping for… | Per field polygon / per farm GPS point, per season | partnership |
| energy consumption | Growers and merchant sustainability programmes (curing barn fuel: wood, coal, LPG), rural electricity utilities, ESG auditors | Per curing barn per curing cycle; annual farm-level fuel use estimates | partnership |
| incident/safety/claims | Crop insurers and reinsurers (hail/drought claims on tobacco), national agricultural insurance schemes, occupational health agencies (green… | Per claim / per policy per season; regional loss ratios | partnership |
| quality & compliance testing | Leaf grading services and government classifiers, laboratories testing nicotine/sugar/TSNA and agrochemical residues (CORESTA methods)… | Per bale/lot grade; per composite sample analysis per crop and origin | partnership |
| sensor/IoT | Curing-barn control system vendors, irrigation and precision-ag equipment suppliers, larger estate growers | Per barn per minute/hour (temperature, humidity); per irrigation block daily | exclusive |
| maintenance & asset condition | Estate growers and equipment dealers (tractors, curing barns, greenhouse float beds) | Per asset, per service event | exclusive |
Compiled by the TriData research system from public registers, industry structure and regulatory reporting obligations; refreshed as the underlying catalogue grows. Look up the code itself in the NACE code finder.