Project: COVID-19 Forecasts Config
| Summary: | 96 models, 3297 forecasts, 259,575,425 rows |
|---|---|
| Owner: | covid19hub |
| Model Owners: | hannanabdul55 |
| Time Interval Type | Week |
| Visibility | Public |
| Description: | The goal of this repository is to create a standardized set of data on forecasts from experienced teams making projections of cumulative and incident deaths due to COVID-19 in the United States. |
| Home: | https://covid19forecasthub.org |
| Core data: | https://github.com/reichlab/covid19-death-forecasts/tree/master/data-processed |
| Truth Data: | zoltar-truth.csv (620,844 rows) 2021-04-07 15:59:03 EDT. Download |
| Features: | Project: Explorer. Forecasts: Summary, Download. |
Models (96)
| Abbreviation | Team | # Forecasts | Oldest | Newest | Upload time |
|---|---|---|---|---|---|
| CDDEP-SEIR_MCMC | Center for Disease Dynamics, Economics & Policy | 7 | 2020-07-05 | 2020-08-16 | 2020-08-18 14:42:25 EDT |
| UMass-ExpertCrowd | UMass-Amherst Influenza Forecasting Center of Excellence | 2 | 2020-04-13 | 2020-04-20 | 2020-05-13 13:14:44 EDT |
| UChicago-CovidIL_80 | University of Chicago | 2 | 2020-05-05 | 2020-05-11 | 2020-05-13 13:14:40 EDT |
| UChicago-CovidIL_60 | University of Chicago | 2 | 2020-05-05 | 2020-05-11 | 2020-05-13 13:06:30 EDT |
| UChicago-CovidIL_40 | University of Chicago | 2 | 2020-05-05 | 2020-05-11 | 2020-05-13 13:02:02 EDT |
| UChicago-CovidIL | University of Chicago | 3 | 2020-05-05 | 2020-05-18 | 2020-05-25 20:01:14 EDT |
| UChicago-CovidIL_10_+ | University of Chicago | 1 | 2020-05-18 | 2020-05-18 | 2020-07-15 17:58:06 EDT |
| UChicago-CovidIL_30_+ | University of Chicago | 1 | 2020-05-18 | 2020-05-18 | 2020-05-18 13:42:58 EDT |
| UChicago-CovidIL_100 | University of Chicago | 3 | 2020-05-05 | 2020-05-18 | 2020-05-18 13:43:12 EDT |
| CDDEP-ABM | Center for Disease Dynamics, Economics & Policy | 1 | 2020-06-01 | 2020-06-01 | 2020-06-08 19:18:30 EDT |
| ISUandPKU-vSEIdR | Collaborative team of Iowa State and Peking University | 4 | 2020-05-25 | 2020-06-15 | 2020-06-15 16:12:03 EDT |
| SWC-TerminusCM | Snyder Wilson Consulting | 6 | 2020-05-25 | 2020-06-29 | 2020-06-29 19:15:03 EDT |
| Auquan-SEIR | Auquan Data Science | 14 | 2020-05-04 | 2020-08-24 | 2020-08-24 21:17:48 EDT |
| YYG-ParamSearch | Youyang Gu (YYG) | 177 | 2020-04-13 | 2020-10-05 | 2020-10-06 09:45:16 EDT |
| MSRA-DeepST | MSRA | 10 | 2020-10-12 | 2020-12-07 | 2020-12-07 13:20:32 EST |
| USACE-ERDC_SEIR | US Army Engineer Research and Development Center | 44 | 2020-05-14 | 2020-12-07 | 2020-12-07 13:18:13 EST |
| NotreDame-mobility | NotreDame-mobility | 27 | 2020-06-10 | 2020-12-14 | 2020-12-14 19:32:17 EST |
| JCB-PRM | John Burant (JCB) | 24 | 2020-07-27 | 2020-12-28 | 2020-12-29 02:24:18 EST |
| Quantori-Multiagents | Quantori modeling | 1 | 2020-05-08 | 2020-05-08 | 2020-05-13 11:24:21 EDT |
| Imperial-ensemble2 | Imperial | 16 | 2020-03-15 | 2020-06-28 | 2020-06-30 08:28:29 EDT |
| Imperial-ensemble1 | Imperial | 16 | 2020-03-15 | 2020-06-28 | 2020-06-30 08:28:24 EDT |
| CovidActNow-SEIR_CAN | CovidActNow | 6 | 2020-05-09 | 2020-07-05 | 2020-07-08 08:17:23 EDT |
| STH-3PU | STH | 73 | 2020-05-29 | 2020-11-01 | 2020-11-01 19:42:50 EST |
| USC-SI_kJalpha_RF | University of Southern California Data Science Lab | 4 | 2020-11-01 | 2020-11-08 | 2020-11-11 15:42:38 EST |
| Yu_Group-CLEP | Berkeley Yu Group | 9 | 2020-08-08 | 2020-11-17 | 2020-11-19 07:17:36 EST |
| IQVIA_ACOE-STAN | IQVIA ACOE | 16 | 2020-08-23 | 2020-12-13 | 2020-12-14 01:21:09 EST |
| Wadhwani_AI-BayesOpt | Wadhwani AI Covid Data Science Team | 5 | 2020-12-05 | 2021-01-04 | 2021-01-04 19:52:40 EST |
| UCSB-ACTS | UCSB | 15 | 2020-10-25 | 2021-01-24 | 2021-01-25 19:49:05 EST |
| PandemicCentral-USCounty | Pandemic Central (itsonit.com) | 28 | 2020-08-05 | 2021-02-15 | 2021-02-15 13:31:50 EST |
| COVIDhub-trained_ensemble | COVID-19 Forecast Hub | 5 | 2021-02-01 | 2021-03-01 | 2021-03-02 19:36:55 EST |
| OneQuietNight-ML | OneQuietNight | 16 | 2020-11-21 | 2021-03-07 | 2021-03-08 19:37:40 EST |
| NotreDame-FRED | NotreDame-FRED | 36 | 2020-04-27 | 2021-03-08 | 2021-03-08 20:08:43 EST |
| QJHong-Encounter | QJHong | 49 | 2020-06-24 | 2021-03-22 | 2021-03-22 21:37:27 EDT |
| UT-Mobility | UT-Austin COVID-19 Consortium | 37 | 2020-04-20 | 2021-03-22 | 2021-03-22 20:41:32 EDT |
| Caltech-CS156 | Caltech CS156 | 21 | 2020-11-01 | 2021-03-28 | 2021-03-29 20:28:35 EDT |
| RPI_UW-Mob_Collision | RPI and UW | 38 | 2020-08-03 | 2021-03-28 | 2021-03-29 21:10:14 EDT |
| UCLA-SuEIR | UCLA Statistical Machine Learning Lab | 52 | 2020-05-01 | 2021-03-28 | 2021-03-30 02:25:56 EDT |
| JHUAPL-SLPHospEns | JHUAPL | 17 | 2020-12-06 | 2021-03-29 | 2021-03-30 20:24:10 EDT |
| IHME-CurveFit | Institute for Health Metrics and Evaluation | 58 | 2020-03-27 | 2021-04-01 | 2021-04-01 20:40:29 EDT |
| GT_CHHS-COVID19 | Georgia Institute of Technology Center for Health and Humanitarian Systems | 25 | 2020-05-31 | 2021-04-03 | 2021-04-04 14:29:26 EDT |
| JHUAPL-Gecko | Johns Hopkins University Applied Physics Lab | 11 | 2021-01-24 | 2021-04-04 | 2021-04-05 14:48:35 EDT |
| Microsoft-DeepSTIA | Microsoft | 20 | 2020-12-07 | 2021-04-04 | 2021-04-05 14:31:47 EDT |
| UCF-AEM | University of Central Florida | 23 | 2020-11-15 | 2021-04-04 | 2021-04-05 20:36:12 EDT |
| UChicagoCHATTOPADHYAY-UnIT | University of Chicago, Chattopadhyay Lab | 20 | 2020-11-08 | 2021-04-04 | 2021-04-05 14:34:36 EDT |
| JHU_UNC_GAS-StatMechPool | JHU_UNC_GAS | 21 | 2020-10-25 | 2021-04-04 | 2021-04-05 21:02:44 EDT |
| BPagano-RtDriven | BPagano | 31 | 2020-10-04 | 2021-04-04 | 2021-04-05 14:31:23 EDT |
| JHU_CSSE-DECOM | Johns Hopkins Center for Systems Science and Engineering | 29 | 2020-10-05 | 2021-04-04 | 2021-04-05 20:41:12 EDT |
| MIT_CritData-GBCF | MIT-CriticalData | 31 | 2020-09-06 | 2021-04-04 | 2021-04-05 14:42:08 EDT |
| WalmartLabsML-LogForecasting | Walmart Labs Data Science Team | 33 | 2020-08-23 | 2021-04-04 | 2021-04-05 14:41:26 EDT |
| TTU-squider | Hussain Lab at Texas Tech University | 32 | 2020-08-17 | 2021-04-04 | 2021-04-05 14:31:15 EDT |
| UCM_MESALab-FoGSEIR | University of California Merced MESA Lab | 38 | 2020-07-26 | 2021-04-04 | 2021-04-05 14:41:10 EDT |
| Karlen-pypm | Karlen Working Group | 42 | 2020-07-20 | 2021-04-04 | 2021-04-05 02:22:41 EDT |
| LNQ-ens1 | LockNQuay | 41 | 2020-07-12 | 2021-04-04 | 2021-04-05 21:07:52 EDT |
| USC-SI_kJalpha | University of Southern California Data Science Lab | 60 | 2020-05-10 | 2021-04-04 | 2021-04-05 02:20:03 EDT |
| CU-scenario_high | Columbia University | 81 | 2020-04-12 | 2021-04-04 | 2021-04-05 20:42:18 EDT |
| CU-scenario_mid | Columbia University | 81 | 2020-04-12 | 2021-04-04 | 2021-04-05 20:53:59 EDT |
| CU-scenario_low | Columbia University | 81 | 2020-04-12 | 2021-04-04 | 2021-04-05 20:50:29 EDT |
| Columbia_UNC-SurvCon | Columbia_UNC | 45 | 2020-06-16 | 2021-04-04 | 2021-04-05 02:22:06 EDT |
| OliverWyman-Navigator | Oliver Wyman | 46 | 2020-06-07 | 2021-04-04 | 2021-04-05 21:03:56 EDT |
| Covid19Sim-Simulator | COVID-19 Simulator | 47 | 2020-05-24 | 2021-04-04 | 2021-04-05 20:34:09 EDT |
| CU-nochange | Columbia University | 75 | 2020-04-12 | 2021-04-04 | 2021-04-05 20:45:38 EDT |
| IowaStateLW-STEM | Iowa State - Lily Wang's Research Group | 50 | 2020-04-26 | 2021-04-04 | 2021-04-05 21:20:33 EDT |
| JHU_IDD-CovidSP | Johns Hopkins ID Dynamics COVID-19 Working Group | 54 | 2020-04-24 | 2021-04-04 | 2021-04-05 14:42:56 EDT |
| UA-EpiCovDA | University of Arizona | 50 | 2020-05-17 | 2021-04-04 | 2021-04-05 21:11:09 EDT |
| CU-select | Columbia University | 84 | 2020-04-12 | 2021-04-04 | 2021-04-05 20:28:15 EDT |
| UMass-MechBayes | UMass-Amherst | 57 | 2020-04-26 | 2021-04-04 | 2021-04-07 10:38:29 EDT |
| Geneva-DetGrowth | Swiss Data Science Center / University of Geneva | 90 | 2020-04-15 | 2021-04-04 | 2021-04-05 14:42:00 EDT |
| FRBSF_Wilson-Econometric | Federal Reserve Bank of San Francisco/Wilson | 5 | 2021-03-18 | 2021-04-05 | 2021-04-05 21:16:51 EDT |
| IUPUI-HkPrMobiDyR | IUPUI CIS | 5 | 2021-02-22 | 2021-04-05 | 2021-04-06 14:33:35 EDT |
| FDANIHASU-Sweight | FDANIHASU | 11 | 2021-01-25 | 2021-04-05 | 2021-04-06 10:35:37 EDT |
| MIT_ISOLAT-Mixtures | IDSS COVID-19 Collaboration (Isolat) at MIT | 13 | 2021-01-17 | 2021-04-05 | 2021-04-05 14:48:17 EDT |
| SigSci-TS | Signature Science FOCUS | 15 | 2021-01-11 | 2021-04-05 | 2021-04-05 14:36:36 EDT |
| UpstateSU-GRU | SUNY Upstate and SU Covid-19 Prediction Team | 15 | 2021-01-04 | 2021-04-05 | 2021-04-05 21:06:14 EDT |
| AIpert-pwllnod | AIpert.org team | 18 | 2020-12-21 | 2021-04-05 | 2021-04-05 20:41:26 EDT |
| IEM_MED-CovidProject | IEM MED | 20 | 2020-12-07 | 2021-04-05 | 2021-04-05 14:31:00 EDT |
| IBF-TimeSeries | Institute of Business Forecasting | 32 | 2020-09-07 | 2021-04-05 | 2021-04-05 14:34:10 EDT |
| UCSD_NEU-DeepGLEAM | UCSD_NEU | 32 | 2020-09-07 | 2021-04-05 | 2021-04-05 20:53:11 EDT |
| JHUAPL-Bucky | Johns Hopkins University Applied Physics Lab | 34 | 2020-08-31 | 2021-04-05 | 2021-04-05 20:37:24 EDT |
| SteveMcConnell-CovidComplete | Steve McConnell | 39 | 2020-08-22 | 2021-04-05 | 2021-04-05 21:18:30 EDT |
| Google_Harvard-CPF | Google Cloud AI | 37 | 2020-08-13 | 2021-04-05 | 2021-04-05 21:00:21 EDT |
| CEID-Walk | University of Georgia Center for the Ecology of Infectious Diseases Forecasting Working Group | 37 | 2020-08-09 | 2021-04-05 | 2021-04-09 10:58:15 EDT |
| DDS-NBDS | Discrete Dynamical Systems | 45 | 2020-07-27 | 2021-04-05 | 2021-04-05 20:27:25 EDT |
| UVA-Ensemble | University of Virginia, Biocomplexity COVID-19 Response Team | 40 | 2020-07-20 | 2021-04-05 | 2021-04-05 20:58:19 EDT |
| CMU-TimeSeries | Carnegie Mellon Delphi Group | 40 | 2020-07-20 | 2021-04-05 | 2021-04-05 20:40:35 EDT |
| UMich-RidgeTfReg | The University of Michigan | 42 | 2020-07-06 | 2021-04-05 | 2021-04-05 20:59:54 EDT |
| COVIDhub-baseline | COVID-19 Forecast Hub | 55 | 2020-04-06 | 2021-04-05 | 2021-04-05 14:37:34 EDT |
| RobertWalraven-ESG | Robert Walraven | 60 | 2020-06-28 | 2021-04-05 | 2021-04-05 21:23:44 EDT |
| MITCovAlliance-SIR | COVID Alliance at MIT | 24 | 2020-06-18 | 2021-04-05 | 2021-04-05 20:44:50 EDT |
| epiforecasts-ensemble1 | EpiForecasts group at the London School of Hygiene & Tropical Medicine | 47 | 2020-06-15 | 2021-04-05 | 2021-04-05 21:19:29 EDT |
| PSI-DRAFT | Predictive Science Inc | 51 | 2020-05-18 | 2021-04-05 | 2021-04-05 21:18:39 EDT |
| GT-DeepCOVID | GT | 53 | 2020-05-04 | 2021-04-05 | 2021-04-05 21:23:18 EDT |
| CovidAnalytics-DELPHI | CovidAnalytics at MIT | 55 | 2020-04-22 | 2021-04-05 | 2021-04-05 20:52:57 EDT |
| COVIDhub-ensemble | COVID-19 Forecast Hub | 52 | 2020-04-13 | 2021-04-05 | 2021-04-06 10:29:51 EDT |
| MOBS-GLEAM_COVID | MOBS Lab at Northeastern | 62 | 2020-04-13 | 2021-04-05 | 2021-04-05 14:40:17 EDT |
| FAIR-NRAR | Facebook AI Research | 100 | 2020-11-18 | 2021-04-08 | 2021-04-09 20:24:12 EDT |
| LANL-GrowthRate | Los Alamos National Labs | 112 | 2020-04-06 | 2021-04-08 | 2021-04-09 11:01:08 EDT |
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| 42013 |
| 42015 |
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| 42021 |
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| 48297 |
| 48299 |
| 48301 |
| 48303 |
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| 48311 |
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| 48315 |
| 48317 |
| 48319 |
| 48321 |
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| 48325 |
| 48327 |
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| 49015 |
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| 49021 |
| 49023 |
| 49025 |
| 49027 |
| 49029 |
| 49031 |
| 49033 |
| 49035 |
| 49037 |
| 49039 |
| 49041 |
| 49043 |
| 49045 |
| 49047 |
| 49049 |
| 49051 |
| 49053 |
| 49055 |
| 49057 |
| 50001 |
| 50003 |
| 50005 |
| 50007 |
| 50009 |
| 50011 |
| 50013 |
| 50015 |
| 50017 |
| 50019 |
| 50021 |
| 50023 |
| 50025 |
| 50027 |
| 51001 |
| 51003 |
| 51005 |
| 51007 |
| 51009 |
| 51011 |
| 51013 |
| 51015 |
| 51017 |
| 51019 |
| 51021 |
| 51023 |
| 51025 |
| 51027 |
| 51029 |
| 51031 |
| 51033 |
| 51035 |
| 51036 |
| 51037 |
| 51041 |
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| 51065 |
| 51067 |
| 51069 |
| 51071 |
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| 51079 |
| 51081 |
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| 51085 |
| 51087 |
| 51089 |
| 51091 |
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| 51095 |
| 51097 |
| 51099 |
| 51101 |
| 51103 |
| 51105 |
| 51107 |
| 51109 |
| 51111 |
| 51113 |
| 51115 |
| 51117 |
| 51119 |
| 51121 |
| 51125 |
| 51127 |
| 51131 |
| 51133 |
| 51135 |
| 51137 |
| 51139 |
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| 51165 |
| 51167 |
| 51169 |
| 51171 |
| 51173 |
| 51175 |
| 51177 |
| 51179 |
| 51181 |
| 51183 |
| 51185 |
| 51187 |
| 51191 |
| 51193 |
| 51195 |
| 51197 |
| 51199 |
| 51510 |
| 51520 |
| 51530 |
| 51540 |
| 51550 |
| 51570 |
| 51580 |
| 51590 |
| 51595 |
| 51600 |
| 51610 |
| 51620 |
| 51630 |
| 51640 |
| 51650 |
| 51660 |
| 51670 |
| 51678 |
| 51680 |
| 51683 |
| 51685 |
| 51690 |
| 51700 |
| 51710 |
| 51720 |
| 51730 |
| 51735 |
| 51740 |
| 51750 |
| 51760 |
| 51770 |
| 51775 |
| 51790 |
| 51800 |
| 51810 |
| 51820 |
| 51830 |
| 51840 |
| 53001 |
| 53003 |
| 53005 |
| 53007 |
| 53009 |
| 53011 |
| 53013 |
| 53015 |
| 53017 |
| 53019 |
| 53021 |
| 53023 |
| 53025 |
| 53027 |
| 53029 |
| 53031 |
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| 53039 |
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| 53053 |
| 53055 |
| 53057 |
| 53059 |
| 53061 |
| 53063 |
| 53065 |
| 53067 |
| 53069 |
| 53071 |
| 53073 |
| 53075 |
| 53077 |
| 54001 |
| 54003 |
| 54005 |
| 54007 |
| 54009 |
| 54011 |
| 54013 |
| 54015 |
| 54017 |
| 54019 |
| 54021 |
| 54023 |
| 54025 |
| 54027 |
| 54029 |
| 54031 |
| 54033 |
| 54035 |
| 54037 |
| 54039 |
| 54041 |
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| 54051 |
| 54053 |
| 54055 |
| 54057 |
| 54059 |
| 54061 |
| 54063 |
| 54065 |
| 54067 |
| 54069 |
| 54071 |
| 54073 |
| 54075 |
| 54077 |
| 54079 |
| 54081 |
| 54083 |
| 54085 |
| 54087 |
| 54089 |
| 54091 |
| 54093 |
| 54095 |
| 54097 |
| 54099 |
| 54101 |
| 54103 |
| 54105 |
| 54107 |
| 54109 |
| 55001 |
| 55003 |
| 55005 |
| 55007 |
| 55009 |
| 55011 |
| 55013 |
| 55015 |
| 55017 |
| 55019 |
| 55021 |
| 55023 |
| 55025 |
| 55027 |
| 55029 |
| 55031 |
| 55033 |
| 55035 |
| 55037 |
| 55039 |
| 55041 |
| 55043 |
| 55045 |
| 55047 |
| 55049 |
| 55051 |
| 55053 |
| 55055 |
| 55057 |
| 55059 |
| 55061 |
| 55063 |
| 55065 |
| 55067 |
| 55069 |
| 55071 |
| 55073 |
| 55075 |
| 55077 |
| 55078 |
| 55079 |
| 55081 |
| 55083 |
| 55085 |
| 55087 |
| 55089 |
| 55091 |
| 55093 |
| 55095 |
| 55097 |
| 55099 |
| 55101 |
| 55103 |
| 55105 |
| 55107 |
| 55109 |
| 55111 |
| 55113 |
| 55115 |
| 55117 |
| 55119 |
| 55121 |
| 55123 |
| 55125 |
| 55127 |
| 55129 |
| 55131 |
| 55133 |
| 55135 |
| 55137 |
| 55139 |
| 55141 |
| 56001 |
| 56003 |
| 56005 |
| 56007 |
| 56009 |
| 56011 |
| 56013 |
| 56015 |
| 56017 |
| 56019 |
| 56021 |
| 56023 |
| 56025 |
| 56027 |
| 56029 |
| 56031 |
| 56033 |
| 56035 |
| 56037 |
| 56039 |
| 56041 |
| 56043 |
| 56045 |
| 02063 |
| 02066 |
Targets (441)
| Target Group | # Targets | Type | Unit | Step ahead? | Example Target |
|---|---|---|---|---|---|
| day ahead cum death | 131 | continuous | cumulative deaths | “0 day ahead cum death” | |
| day ahead inc death | 131 | continuous | incident deaths | “0 day ahead inc death” | |
| day ahead inc hosp | 131 | continuous | incident hospitalization | “0 day ahead inc hosp” | |
| wk ahead cum death | 20 | continuous | cumulative deaths | “1 wk ahead cum death” | |
| wk ahead inc case | 8 | continuous | incident case | “1 wk ahead inc case” | |
| wk ahead inc death | 20 | continuous | incident deaths | “1 wk ahead inc death” |
Time zeros (336)
| Time Zero | Data Version Date | # Forecasts | Starts Season |
|---|---|---|---|
| 2019-12-30 | (No data version date) | 0 | “2019-2020” |
| 2020-01-06 | (No data version date) | 0 | |
| 2020-01-13 | (No data version date) | 0 | |
| 2020-01-20 | (No data version date) | 0 | |
| 2020-01-27 | (No data version date) | 0 | |
| 2020-02-03 | (No data version date) | 0 | |
| 2020-02-10 | (No data version date) | 0 | |
| 2020-02-17 | (No data version date) | 0 | |
| 2020-02-24 | (No data version date) | 0 | |
| 2020-03-02 | (No data version date) | 0 | |
| 2020-03-09 | (No data version date) | 0 | |
| 2020-03-15 | (No data version date) | 2 | |
| 2020-03-16 | (No data version date) | 0 | |
| 2020-03-22 | (No data version date) | 2 | |
| 2020-03-23 | (No data version date) | 0 | |
| 2020-03-27 | (No data version date) | 1 | |
| 2020-03-29 | (No data version date) | 3 | |
| 2020-03-30 | (No data version date) | 1 | |
| 2020-03-31 | (No data version date) | 1 | |
| 2020-04-01 | (No data version date) | 1 | |
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