The United States COVID-19 Forecast Hub dataset
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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 |
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| Rok publikování | 2022 |
| Druh | Článek v odborném periodiku |
| Časopis / Zdroj | Scientific Data |
| Fakulta / Pracoviště MU | |
| Citace | |
| www | https://www.nature.com/articles/s41597-022-01517-w |
| Doi | http://dx.doi.org/10.1038/s41597-022-01517-w |
| Klíčová slova | Computer science; Databases; Scientific data; Software; Viral infection |
| Popis | 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. |