Journal article
The United States COVID-19 Forecast Hub dataset
Scientific Data, Vol.9, 462
01/01/2022
DOI: 10.1038/s41597-022-01517-w
Abstract
Academic researchers, government agencies, industry groups, and individuals have produced forecasts at an unprecedented scale during the COVID-19 pandemic. To leverage these forecasts, the United States Centers for Disease Control and Prevention (CDC) partnered with an academic research lab at the University of Massachusetts Amherst to create the US COVID-19 Forecast Hub. Launched in April 2020, the Forecast Hub is a dataset with point and probabilistic forecasts of incident cases, incident hospitalizations, incident deaths, and cumulative deaths due to COVID-19 at county, state, and national, levels in the United States. Included forecasts represent a variety of modeling approaches, data sources, and assumptions regarding the spread of COVID-19. The goal of this dataset is to establish a standardized and comparable set of short-term forecasts from modeling teams. These data can be used to develop ensemble models, communicate forecasts to the public, create visualizations, compare models, and inform policies regarding COVID-19 mitigation. These open-source data are available via download from GitHub, through an online API, and through R packages.
Details
- Title: Subtitle
- The United States COVID-19 Forecast Hub dataset
- Creators
- Estee Y. CramerYuxin HuangYijin WangEvan L. RayMatthew CornellJohannes BracherAndrea BrennenAlvaro J. Castro RivadeneiraAaron GerdingKatie HouseDasuni JayawardenaAbdul Hannan KanjiAyush KhandelwalKhoa LeVidhi ModyVrushti ModyJarad NiemiAriane StarkApurv ShahNutcha WattanchitMartha W. ZornNicholas G. ReichTilmann GneitingAnja MühlemannYouyang GuYixian ChenKrishna ChintanippuViresh JivaneAnkita KhuranaAjay KumarAnshul LakhaniPrakhar MehrotraSujitha PasumartyMonika ShrivastavJialu YouNayana BannurAyush DevaSansiddh JainMihir KulkarniSrujana MeruguAlpan RavalSiddhant ShingiAvtansh TiwariJerome WhiteAniruddha AdigaBenjamin HurtBryan LewisMadhav MaratheAkhil Sai PeddireddyPrzemyslaw PorebskiSrinivasan VenkatramananLijing WangMaytal DahanSpencer FoxKelly GaitherMichael LachmannLauren Ancel MeyersJames G. ScottMauricio TecSpencer WoodyAjitesh SrivastavaTianjian XuJeffrey C. CeganIan D. DettwillerWilliam P. EnglandMatthew W. FarthingGlover E. GeorgeRobert H. HunterBrandon LaffertyIgor LinkovMichael L. MayoMatthew D. ParnoMichael A. RowlandBenjamin D. TrumpSamuel ChenStephen V. FaraoneJonathan HessChristopher P. MorleyAsif SalekinDongliang WangYanli Zhang-JamesThomas M. BaerSabrina M. CorsettiMarisa C. EisenbergKarl FalbYitao HuangEmily T. MartinElla McCauleyRobert L. MyersTom SchwarzGraham Casey GibsonDaniel SheldonLiyao GaoYian MaDongxia WuRose YuXiaoyong JinYu-Xiang WangXifeng YanYangQuan ChenLihong GuoYanting ZhaoJinghui ChenQuanquan GuLingxiao WangPan XuWeitong ZhangDifan ZouIshanu ChattopadhyayYi HuangGuoqing LuRuth PfeifferTimothy SumnerDongdong WangLiqiang WangShunpu ZhangZihang ZouHannah BiegelJoceline LegaFazle HussainZeina KhanFrank Van BusselSteve McConnellStephanie L. GuertinChristopher Hulme-LoweV. P. NagrajStephen D. TurnerBenjamín BejarChristine ChoiratAntoine FlahaultEkaterina KrymovaGavin LeeElisa ManettiKristen NamigaiGuillaume ObozinskiTao SunDorina ThanouXuegang BanYunfeng ShiRobert WalravenQi-Jun HongAxel Van De WalleMichal Ben-NunSteven RileyPete RileyJames TurtleDuy CaoJoseph GalassoJae H. ChoAreum JoDavid DesRochesPedro ForliBruce HamoryUgur KoyluogluChristina KyriakidesHelen LeisJohn MillikenMichael MoloneyJames MorganNinad NirgudkarGokce OzcanNoah PiwonkaMatt RaviChris SchraderElizabeth ShakhnovichDaniel SiegelRyan SpatzChris StiefelingBarrie WilkinsonAlexander WongSean CavanyGuido EspañaSean MooreRachel OidtmanAlex PerkinsJulie S. IvyMaria E. MayorgaJessica MeleErik T. RosenstromJulie L. SwannAndrea KrausDavid KrausJiang BianWei CaoZhifeng GaoJuan Lavista FerresChaozhuo LiTie-Yan LiuXing XieShun ZhangShun ZhengMatteo ChinazziAlessandro VespignaniXinyue XiongJessica T. DavisKunpeng MuAna Pastore Y PionttiJackie BaekVivek FariasAndreea GeorgescuRetsef LeviDeeksha SinhaJoshua WildeAndrew ZhengOmar Skali LamiAmine BennounaDavid Nze NdongGeorgia PerakisDivya SinghviIoannis SpantidakisLeann ThayaparanAsterios TsiourvasShane WeisbergAli JadbabaieArnab SarkerDevavrat ShahLeo A. CeliNicolas D. PennaSaketh SundarAbraham BerlinParth D. GandhiThomas McAndrewMatthew PiriyaYe ChenWilliam HlavacekYen Ting LinAbhishek MallelaEly MillerJacob NeumannRichard PosnerRuss WolfingerLauren CastroGeoffrey FairchildIsaac MichaudDave OsthusDaniel WolfframDean KarlenMark J. PanaggioMatt KinseyLuke C. MullanyKaitlin Rainwater-LovettLauren ShinKatharine TallaksenShelby WilsonMarc CoramJessie K. EdwardsKeya JoshiEllen KleinJuan Dent HulseKyra H. GrantzAlison L. HillKathryn KaminskyJoshua KaminskyLindsay T. KeeganStephen A. LauerElizabeth C. LeeJoseph C. LemaitreJustin LesslerHannah R. MeredithJavier Perez-SaezSam ShahClaire P. SmithShaun A. TrueloveJosh WillsLauren GardnerMaximilian MarshallKristen NixonJohn C. BurantJozef BudzinskiWen-Hao ChiangGeorge MohlerJunyi GaoLucas GlassCheng QianJustin RombergRakshith SharmaJeffrey SpaederJimeng SunCao XiaoLei GaoZhiling GuMyungjin KimXinyi LiYueying WangGuannan WangLily WangShan YuChaman JainSangeeta BhatiaPierre NouvelletRyan BarberEmmanuela GaikeduSimon HaySteve LimChris MurrayDavid PigottRobert C. ReinerPrasith BaccamHeidi L. GurungSteven A. StageBradley T. SuchoskiChung-Yan FongDit-Yan YeungBijaya AdhikariJiaming CuiB. Aditya PrakashAlexander RodríguezAnika TabassumJiajia XieJohn AsplundArden BaxterPinar KeskinocakBuse Eylul OrucNicoleta SerbanSercan O. ArikMike DusenberryArkady EpshteynElli KanalLong T. LeChun-Liang LiTomas PfisterRajarishi SinhaThomas TsaiNate YoderJinsung YoonLeyou ZhangDaniel WilsonArtur A. BelovCarson C. ChowRichard C. GerkinOsman N. YogurtcuMark IbrahimTimothee LacroixMatthew LeJason LiaoMaximilian NickelLevent SagunSam AbbottNikos I. BosseSebastian FunkJoel HellewellSophie R. MeakinKatharine SherrattRahi KalantariMingyuan ZhouMorteza KarimzadehBenjamin LucasThoai NgoHamidreza ZoragheinBehzad VahediZhongying WangSen PeiJeffrey ShamanTeresa K. YamanaDimitris BertsimasMichael L. LiSaksham SoniHamza Tazi BouardiMadeline AdeeTurgay AyerJagpreet ChhatwalOzden O. DalgicMary A. LaddBenjamin P. LinasPeter MuellerJade XiaoJurgen BoschAustin WilsonPeter ZimmermanQinxia WangYuanjia WangShanghong XieDonglin ZengJacob BienLogan BrooksAlden GreenAddison J. HuMaria JahjaDaniel McDonaldBalasubramanian NarasimhanCollin PolitschSamyak RajanalaAaron RumackNoah SimonRyan J. TibshiraniRob TibshiraniValerie VenturaLarry WassermanJohn M. DrakeEamon B. O’DeaYaser Abu-MostafaRahil BathwalNicholas A. ChangPavan ChittaAnne EricksonSumit GoelJethin GowdaQixuan JinHyeongChan JoJuhyun KimPranav KulkarniSamuel M. LushtakEthan MannMax PopkenConnor SoohooKushal TirumalaAlbert TsengVignesh VaradarajanJagath VytheeswaranChristopher WangAkshay YeluriDominic YurkMichael ZhangAlexander ZlokapaRobert PaganoChandini JainVishal TomarLam HoHuong HuynhQuoc TranVelma K. LopezJo W. WalkerRachel B. SlaytonMichael A. JohanssonMatthew BiggerstaffMichael BrennerNicholas G. ReichUS Covid-19 Forecast Hub Consortium
- Resource Type
- Journal article
- Publication Details
- Scientific Data, Vol.9, 462
- DOI
- 10.1038/s41597-022-01517-w
- ISSN
- 2052-4463
- Publisher
- Nature Research
- Language
- English
- Date published
- 01/01/2022
- Academic Unit
- Computer Science
- Record Identifier
- 9984530371902771
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