Welke data er werkelijk over deze sector bestaat, wie die doorgaans beheert, op welke granulariteit en hoe verkrijgbaar die is. openbaar betekent vrij gepubliceerd; te koop wordt door een leverancier verkocht; partnerschap vraagt een bilaterale afspraak; exclusief zit feitelijk bij één partij op slot.
De vermeldingen zelf zijn in het Engels samengesteld.
| Datacategorie | Wie beheert het | Granulariteit | Toegang |
|---|---|---|---|
| geospatial/movement | Operators of research vessels and aircraft (AIS/ADS-B tracks, national marine research fleets), field-campaign coordinators, polar and… | Per vessel/aircraft track point; per field campaign site visit | openbaar |
| registry/licensing/permits | Patent offices (EPO, USPTO, WIPO), clinical trial registries (ClinicalTrials.gov, EU CTIS), grant funders (EU CORDIS, NIH RePORTER… | Per patent application/family, per trial, per grant award, per facility licence | openbaar |
| employment & workforce | National statistics offices (R&D personnel surveys, Frascati/OECD reporting), universities and research institutes' HR systems… | Per-institution headcount FTE by field and occupation, annual; per-researcher… | openbaar |
| financial filings | Listed R&D-intensive firms and CROs (annual reports, R&D spend line items), public research organisations' audited accounts, funders' grant… | Annual per entity; grant-level payment records | openbaar |
| waste & emissions | Research institutes' EHS/waste contractors, hazardous and radioactive waste manifest registries held by environment agencies, campus… | Per waste manifest/consignment; annual per-site totals | openbaar |
| production output | Publishers and indexers (Elsevier/Scopus, Clarivate Web of Science, OpenAlex, Crossref), preprint servers, universities' repositories… | Per publication / preprint / dataset / technical report, with author and… | openbaar |
| quality & compliance testing | Accreditation bodies (national ISO 17025 / GLP monitoring authorities), regulators inspecting labs (FDA, EMA, national GLP inspectorates)… | Per accreditation scope, per inspection, per instrument calibration certificate | openbaar |
| pricing | Core facility rate cards at universities, CRO study price quotes, scientific instrument and reagent distributors (Thermo Fisher, Merck, VWR… | Per service unit / per instrument-hour / per catalogue SKU | te koop |
| reviews & sentiment | Altmetric/PlumX aggregators, peer-review platforms (Publons/Web of Science reviewer records, journal editorial systems), post-publication… | Per article (mentions, citations, review reports, retraction notices) | te koop |
| transactional/sales | Contract research organisations and testing/engineering R&D service providers (contract and invoice systems), technology transfer offices… | Per contract / per work order / per royalty statement | partnerschap |
| inventory & supply chain | Institutional chemical inventory and biobank/sample management systems, lab procurement/ERP, distributors of reagents and lab consumables | Per reagent lot / per sample vial / per purchase order | partnerschap |
| sensor/IoT | Laboratory instrument fleets and LIMS/SCADA systems in institutes and corporate labs, cleanroom and cold-storage monitoring vendors… | Per instrument per run; continuous time-series for freezers, cleanrooms, fume… | partnerschap |
| energy consumption | University estates and institute facility managers, utilities, national display-energy-certificate schemes for public buildings | Per building / per meter, monthly or half-hourly | partnerschap |
| logistics & freight movement | Specialist life-science and dangerous-goods couriers (World Courier, cold-chain carriers), institutional shipping desks, customs records… | Per shipment with temperature excursion log | partnerschap |
| incident/safety/claims | Institutional EHS departments, national occupational safety regulators, radiation protection authorities (dosimetry registries), insurers… | Per incident report; per-worker dose readings monthly | partnerschap |
| booking/utilization/occupancy | Core facility and shared-instrument booking systems (PPMS, iLab, Clustermarket), large research infrastructures (synchrotron beamtime… | Per booking slot / per instrument per hour / per proposal-allocated shift | partnerschap |
| maintenance & asset condition | Instrument OEM service organisations (Thermo, Agilent, Bruker), in-house engineering/facility teams, CMMS vendors | Per asset per service event; uptime logs per instrument | exclusief |
Samengesteld door het TriData-onderzoekssysteem uit openbare registers, sectorstructuur en wettelijke rapportageverplichtingen; ververst naarmate de onderliggende catalogus groeit. Zoek de code zelf op via NACE-code zoeken.
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