4-week Influenza-Like Illness (ILI) risk forecasts designed to inform seasonal planning, product readiness, and preventive health strategies across pharma, retail, and public health.
API Access
Est. Price
~$12,000/yr est.
Update Frequency
Hourly
Pricing Tiers
1
Regions
254
Quality SignalsB
Freshness
Recently enriched
Complete
69%
API
API Available
Product Overview
Environmental and Climate Intelligence$$
Offering: Global, high-resolution datasets covering air quality, natural disaster events, and health-related risk forecasts delivered via API.
Best for: Insurance underwriters and retail supply chain managers needing localized climate and health risk modeling.
Benefits
- Comprehensive global coverage for air quality and natural hazards
- Flexible delivery formats including real-time API and historical flat files
- Actionable forecasting capabilities for health and environmental risks
- Competitive mid-market pricing relative to specialized geospatial firms
Drawbacks
⚠ Limited depth in non-environmental alternative data categories · ⚠ Smaller operational scale compared to top-tier geospatial intelligence providersProduct Intelligence
Value Score
45
quality per $
Coverage
65
geo × freq × depth
Try-ability
20
ease of trial
Product Details
Use Cases
RetailDemand ForecastingMarketing StrategyDemand PlanningPharmaceutical Research
Coverage
AfghanistanÅland IslandsAlbaniaAlgeriaAmerican SamoaAndorraAngolaAnguillaAntarcticaAntigua and BarbudaArgentinaArmeniaArubaAustraliaAustriaAzerbaijanBahamasBahrainBangladeshBarbadosBelarusBelgiumBelizeBeninBermudaBhutanBolivia (Plurinational State of)BonaireSint Eustatius and SabaBosnia and HerzegovinaBotswanaBouvet IslandBrazilBritish Indian Ocean TerritoryBrunei DarussalamBulgariaBurkina FasoBurundiCambodiaCameroonCanadaCabo VerdeCayman IslandsCentral African RepublicChadChileChinaChristmas IslandCocos (Keeling) IslandsColombiaComorosCongoCongo (Democratic Republic of the)Cook IslandsCosta RicaCôte d'IvoireCroatiaCubaCuraçaoCyprusCzech RepublicDenmarkDjiboutiDominicaDominican RepublicEcuadorEgyptEl SalvadorEquatorial GuineaEritreaEstoniaEthiopiaFalkland Islands (Malvinas)Faroe IslandsFijiFinlandFranceFrench GuianaFrench PolynesiaFrench Southern TerritoriesGabonGambiaGeorgiaGermanyGhanaGibraltarGreeceGreenlandGrenadaGuadeloupeGuamGuatemalaGuernseyGuineaGuinea-BissauGuyanaHaitiHeard Island and McDonald IslandsHoly SeeHondurasHong KongHungaryIcelandIndiaIndonesiaIran (Islamic Republic of)IraqIrelandIsle of ManIsraelItalyJamaicaJapanJerseyJordanKazakhstanKenyaKiribatiKorea (Democratic People's Republic of)Korea (Republic of)KuwaitKyrgyzstanLao People's Democratic RepublicLatviaLebanonLesothoLiberiaLibyaLiechtensteinLithuaniaLuxembourgMacaoMacedonia (the former Yugoslav Republic of)MadagascarMalawiMalaysiaMaldivesMaliMaltaMarshall IslandsMartiniqueMauritaniaMauritiusMayotteMexicoMicronesia (Federated States of)Moldova (Republic of)MonacoMongoliaMontenegroMontserratMoroccoMozambiqueMyanmarNamibiaNauruNepalNetherlandsNew CaledoniaNew ZealandNicaraguaNigerNigeriaNiueNorfolk IslandNorthern Mariana IslandsNorwayOmanPakistanPalauPalestineState ofPanamaPapua New GuineaParaguayPeruPhilippinesPitcairnPolandPortugalPuerto RicoQatarRéunionRomaniaRussian FederationRwandaSaint BarthélemySaint HelenaAscension and Tristan da CunhaSaint Kitts and NevisSaint LuciaSaint Martin (French part)Saint Pierre and MiquelonSaint Vincent and the GrenadinesSamoaSan MarinoSao Tome and PrincipeSaudi ArabiaSenegalSerbiaSeychellesSierra LeoneSingaporeSint Maarten (Dutch part)SlovakiaSloveniaSolomon IslandsSomaliaSouth AfricaSouth Georgia and the South Sandwich IslandsSouth SudanSpainSri LankaSudanSurinameSvalbard and Jan MayenSwazilandSwedenSwitzerlandSyrian Arab RepublicTaiwanTajikistanTanzaniaUnited Republic ofThailandTimor-LesteTogoTokelauTongaTrinidad and TobagoTunisiaTurkeyTurkmenistanTurks and Caicos IslandsTuvaluUgandaUkraineUnited Arab EmiratesUnited KingdomUnited States of AmericaUnited States Minor Outlying IslandsUruguayUzbekistanVanuatuVenezuela (Bolivarian Republic of)VietnamVirgin Islands (British)Virgin Islands (U.S.)Wallis and FutunaWestern SaharaYemenZambiaZimbabweKosovo
Delivery
Snowflake ShareAzure Blob StorageCompressed FileEmailGoogle Cloud StorageS3 BucketSFTPUI ExportDatabricks Delta ShareGoogle BigQueryREST API
Detected Use Cases
esg sustainabilityhealthcare pharmasupply chain
Pricing Tiers
Vedex estimate
~$12,000/yr est.
SUBSCRIPTIONMEDIUM
Add to Data Room
Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$12,000/yr est.
Request a sample directly from Ambee.
Web Authority
High Authority15 mentions·1 platform
Academic Papers
15 × 8 pts+80
Evidence5 sources
Academic Papers
Does Spatial Information Improve Influenza Forecasting?
by G Thivierge · 2024 · Cited by 3 — Using CDC FluView ILI data from 2010-2019, we forecast weekly ILI in each US state with quantile, linear, and Poisson autoregressive models fit ...
Academic Papers
Forecasting Influenza Hospitalizations Using a Bayesian ...
Initially the target data for forecasts was influenza-like illness (ILI) data. ... data and years of ILI data are used to inform forecast models.
Academic Papers
Deep Transformer Models for Time Series Forecasting
by N Wu · 2020 · Cited by 889 — Using influenza-like illness (ILI) forecasting as a case study, we show that the forecasting results produced by our approach are favorably ...
Data Dictionary
Expected fields and columns in this data product
About Influenza Like Illness (ILI) Data - Forecast
Influenza Like Illness (ILI) Data - Forecast is an alternative data product offered by Ambee, available on datarade. Data is updated hourly. API access is available for programmatic integration. Vedex estimates pricing at roughly $12,000/yr (an estimate, not a vendor-published price).
4-week Influenza-Like Illness (ILI) risk forecasts designed to inform seasonal planning, product readiness, and preventive health strategies across pharma, retail, and public health.
About Ambee
Ambee is a data provider vendor based in India. Based in India, with offices in Boston and New York, Ambee provides enterprise-grade climate data that integrates best-in-class sensors, satellites, radar, and models. Our high-resolution, temporally ...