The United States COVID-19 Forecast Hub dataset

• Authors: CRAMER Estee Y.; KRAUS Andrea; HUANG Yuxin; KRAUS David; WANG Yijin; RAY Evan L.; CORNELL Matthew; BRACHER Johannes; BRENNEN Andrea; RIVADENEIRA Alvaro J. Castro; GERDING Aaron; HOUSE Katie; JAYAWARDENA Dasuni; KANJI Abdul Hannan; KHANDELWAL Ayush; LE Khoa; MODY Vidhi; MODY Vrushti; NIEMI Jarad; STARK Ariane; SHAH Apurv; WATTANCHIT Nutcha; ZORN Martha W.; REICH Nicholas G.; GNEITING Tilmann; MÜHLEMANN Anja; GU Youyang; CHEN Yixian; CHINTANIPPU Krishna; JIVANE Viresh; KHURANA Ankita; KUMAR Ajay; LAKHANI Anshul; MEHROTRA Prakhar; PASUMARTY Sujitha; SHRIVASTAV Monika; YOU Jialu; BANNUR Nayana; DEVA Ayush; JAIN Sansiddh; KULKARNI Mihir; MERUGU Srujana; RAVAL Alpan; SHINGI Siddhant; TIWARI Avtansh; WHITE Jerome; ADIGA Aniruddha; HURT Benjamin; LEWIS Bryan; MARATHE Madhav; PEDDIREDDY Akhil Sai; POREBSKI Przemyslaw; VENKATRAMANAN Srinivasan; WANG Lijing; DAHAN Maytal; FOX Spencer; GAITHER Kelly; LACHMANN Michael; MEYERS Lauren Ancel; SCOTT James G.; TEC Mauricio; WOODY Spencer; SRIVASTAVA Ajitesh; XU Tianjian; CEGAN Jeffrey C.; DETTWILLER Ian D.; ENGLAND William P.; FARTHING Matthew W.; GEORGE Glover E.; HUNTER Robert H.; LAFFERTY Brandon; LINKOV Igor; MAYO Michael L.; PARNO Matthew D.; ROWLAND Michael A.; TRUMP Benjamin D.; CHEN Samuel; FARAONE Stephen V.; HESS Jonathan; MORLEY Christopher P.; SALEKIN Asif; WANG Dongliang; ZHANG-JAMES Yanli; BAER Thomas M.; CORSETTI Sabrina M.; EISENBERG Marisa C.; FALB Karl; HUANG Yitao; MARTIN Emily T.; MCCAULEY Ella; MYERS Robert L.; SCHWARZ Tom; GIBSON Graham Casey; SHELDON Daniel; GAO Liyao; MA Yian; WU Dongxia; YU Rose; JIN Xiaoyong; YU-XIANG Wang; YAN Xifeng; CHEN YangQuan; GUO Lihong; ZHAO Yanting; CHEN Jinghui; GU Quanquan; WANG Lingxiao; XU Pan; ZHANG Weitong; ZOU Difan; CHATTOPADHYAY Ishanu; HUANG Yi; LU Guoqing; PFEIFFER Ruth; SUMNER Timothy; WANG Dongdong; WANG Liqiang; ZHANG Shunpu; ZOU Zihang; BIEGEL Hannah; LEGA Joceline; HUSSAIN Fazle; KHAN Zeina; VAN BUSSEL Frank; MCCONNELL Steve; GUERTIN Stephanie L.; HULME-LOWE Christopher; NAGRAJ V. P.; TURNER Stephen D.; BEJAR Benjamín; CHOIRAT Christine; FLAHAULT Antoine; KRYMOVA Ekaterina; LEE Gavin; MANETTI Elisa; NAMIGAI Kristen; OBOZINSKI Guillaume; SUN Tao; THANOU Dorina; BAN Xuegang; SHI Yunfeng; WALRAVEN Robert; QI-JUN Hong; VAN DE WALLE Axel; BEN-NUN Michal; RILEY Steven; RILEY Pete; TURTLE James; CAO Duy; GALASSO Joseph; CHO Jae H.; JO Areum; DESROCHES David; FORLI Pedro; HAMORY Bruce; KOYLUOGLU Ugur; KYRIAKIDES Christina; LEIS Helen; MILLIKEN John; MOLONEY Michael; MORGAN James; NIRGUDKAR Ninad; OZCAN Gokce; PIWONKA Noah; MATT Ravi; SCHRADER Chris; SHAKHNOVICH Elizabeth; SIEGEL Daniel; SPATZ Ryan; STIEFELING Chris; WILKINSON Barrie; WONG Alexander; CAVANY Sean; ESPANA Guido; MOORE Sean; OIDTMAN Rachel; PERKINS Alex; IVY Julie S.; MAYORGA Maria E.; MELE Jessica; ROSENSTROM Erik T.; SWANN Julie L.; KRAUS Andrea; KRAUS David; BIAN Jiang; CAO Wei; GAO Zhifeng; FERRES Juan Lavista; LI Chaozhuo; TIE-YAN Liu; XIE Xing; ZHANG Shun; ZHENG Shun; CHINAZZI Matteo; VESPIGNANI Alessandro; XIONG Xinyue; DAVIS Jessica T.; MU Kunpeng; PIONTTI Ana Pastore y; BAEK Jackie; FARIAS Vivek; GEORGESCU Andreea; LEVI Retsef; SINHA Deeksha; WILDE Joshua; ZHENG Andrew; LAMI Omar Skali; BENNOUNA Amine; NDONG David Nze; PERAKIS Georgia; SINGHVI Divya; SPANTIDAKIS Ioannis; THAYAPARAN Leann; TSIOURVAS Asterios; WEISBERG Shane; JADBABAIE Ali; SARKER Arnab; SHAH Devavrat; CELI Leo A.; PENNA Nicolas D.; SUNDAR Saketh; BERLIN Abraham; GANDHI Parth D.; MCANDREW Thomas; PIRIYA Matthew; CHEN Ye; HLAVACEK William; LIN Yen Ting; MALLELA Abhishek; MILLER Ely; NEUMANN Jacob; POSNER Richard; WOLFINGER Russ; CASTRO Lauren; FAIRCHILD Geoffrey; MICHAUD Isaac; OSTHUS Dave; WOLFFRAM Daniel; KARLEN Dean; PANAGGIO Mark J.; KINSEY Matt; MULLANY Luke C.; RAINWATER-LOVETT Kaitlin; SHIN Lauren; TALLAKSEN Katharine; WILSON Shelby; BRENNER Michael; CORAM Marc; EDWARDS Jessie K.; JOSHI Keya; KLEIN Ellen; HULSE Juan Dent; GRANTZ Kyra H.; HILL Alison L.; KAMINSKY Kathryn; KAMINSKY Joshua; KEEGAN Lindsay T.; LAUER Stephen A.; LEE Elizabeth C.; LEMAITRE Joseph C.; LESSLER Justin; MEREDITH Hannah R.; PEREZ-SAEZ Javier; SAM Shah; SMITH Claire P.; TRUELOVE Shaun A.; WILLS Josh; GARDNER Lauren; MARSHALL Maximilian; NIXON Kristen; BURANT John C.; BUDZINSKI Jozef; WEN-HAO Chiang; MOHLER George; GAO Junyi; GLASS Lucas; QIAN Cheng; ROMBERG Justin; SHARMA Rakshith; SPAEDER Jeffrey; SUN Jimeng; XIAO Cao; GAO Lei; GU Zhiling; KIM Myungjin; LI Xinyi; WANG Yueying; WANG Guannan; WANG Lily; SHAN Yu; JAIN Chaman; BHATIA Sangeeta; NOUVELLET Pierre; BARBER Ryan; GAIKEDU Emmanuela; HAY Simon; LIM Steve; MURRAY Chris; PIGOTT David; REINER Robert C.; BACCAM Prasith; GURUNG Heidi L.; STAGE Steven A.; SUCHOSKI Bradley T.; CHUNG-YAN Fong; DIT-YAN Yeung; ADHIKARI Bijaya; CUI Jiaming; PRAKASH B. Aditya; RODRÍGUEZ Alexander; TABASSUM Anika; XIE Jiajia; ASPLUND John; BAXTER Arden; KESKINOCAK Pinar; ORUC Buse Eylul; SERBAN Nicoleta; ARIK Sercan O.; DUSENBERRY Mike; EPSHTEYN Arkady; KANAL Elli; LE Long T.; CHUN-LIANG Li; PFISTER Tomas; SINHA Rajarishi; TSAI Thomas; YODER Nate; YOON Jinsung; ZHANG Leyou; WILSON Daniel; BELOV Artur A.; CHOW Carson C.; GERKIN Richard C.; YOGURTCU Osman N.; IBRAHIM Mark; LACROIX Timothee; LE Matthew; LIAO Jason; NICKEL Maximilian; SAGUN Levent; ABBOTT Sam; BOSSE Nikos I.; FUNK Sebastian; HELLEWELL Joel; MEAKIN Sophie R.; SHERRATT Katharine; KALANTARI Rahi; ZHOU Mingyuan; KARIMZADEH Morteza; LUCAS Benjamin; NGO Thoai; ZORAGHEIN Hamidreza; VAHEDI Behzad; WANG Zhongying; PEI Sen; SHAMAN Jeffrey; YAMANA Teresa K.; BERTSIMAS Dimitris; LI Michael L.; SONI Saksham; BOUARDI Hamza Tazi; ADEE Madeline; AYER Turgay; CHHATWAL Jagpreet; DALGIC Ozden O.; LADD Mary A.; LINAS Benjamin P.; MUELLER Peter; XIAO Jade; BOSCH Jurgen; WILSON Austin; ZIMMERMAN Peter; WANG Qinxia; WANG Yuanjia; XIE Shanghong; ZENG Donglin; BIEN Jacob; BROOKS Logan; GREEN Alden; HU Addison J.; JAHJA Maria; MCDONALD Daniel; NARASIMHAN Balasubramanian; POLITSCH Collin; RAJANALA Samyak; RUMACK Aaron; SIMON Noah; TIBSHIRANI Ryan J.; TIBSHIRANI Rob; VENTURA Valerie; WASSERMAN Larry; DRAKE John M.; O’DEA Eamon B.; ABU-MOSTAFA Yaser; BATHWAL Rahil; CHANG Nicholas A.; CHITTA Pavan; ERICKSON Anne; GOEL Sumit; GOWDA Jethin; JIN Qixuan; JO HyeongChan; KIM Juhyun; KULKARNI Pranav; LUSHTAK Samuel M.; MANN Ethan; POPKEN Max; SOOHOO Connor; TIRUMALA Kushal; TSENG Albert; VARADARAJAN Vignesh; VYTHEESWARAN Jagath; WANG Christopher; YELURI Akshay; YURK Dominic; ZHANG Michael; ZLOKAPA Alexander; PAGANO Robert; JAIN Chandini; TOMAR Vishal; LAM Ho; HUYNH Huong; TRAN Quoc; LOPEZ Velma K.; WALKER Jo W.; SLAYTON Rachel B.; JOHANSSON Michael A.; BIGGERSTAFF Matthew
• Year of publication: 2022
• Type: Article in Periodical
• Magazine / Source: Scientific Data
• MU Faculty or unit: Faculty of Science
• web: https://www.nature.com/articles/s41597-022-01517-w
• Doi: http://dx.doi.org/10.1038/s41597-022-01517-w
• Keywords: Computer science; Databases; Scientific data; Software; Viral infection
• Description: 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.