Name	Name	Last commit message	Last commit date
Latest commit History 1,651 Commits
20210603	20210603
20210604	20210604
20210605	20210605
20210610	20210610
20210611	20210611
20210618	20210618
20210624	20210624
20210625	20210625
LICENSE	LICENSE
README.md	README.md

CovidVisualizedCountry

Combine and visualize international periodically updating estimates of COVID-19

at the country level, countries with subnational level estimates

🇨🇦 Canada: national level, provinces and territories

👀 SEE graphs, code, and data of periodical updates of COVID-19 epidemic models’ estimates:

Delphi, IHME, Imperial college, Los Alamos, and Srivastava,

for daily (and total) deaths, cases, infections, and hospitalizations,

for Canada: National level, British Columbia, Ontario, Quebec, and other provinces and territories

or other countries via code adjustment

Project: Combine and visualize international periodically updating estimates of COVID-19 at the country level (CovidVisualizedCountry) Countries with subnational estimates: Canada
Person: Farshad Pourmalek (pourmalek_farshad at yahoo dot com) PubMed
Time (initial): 2021-04-14

++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++

Related repositories:

THREE “CovidVisualized” repositories, use a common template and logic for visualization of the results of estimates of FIVE international and periodically updating COVID-19 models for the future of the epidemic:

CovidVisualizedGlobal for the GLOBAL level

CovidVisualizedCountry for countries with subnational estimates: CANADA

covir2 for countries without subnational estimates: IRAN

These results in these three repositories get periodically updated.

The codes in these repositories can be adapted for use for any country or region in the world.

For a sample application of “covir2” to a country without subnational estimates see Afghanistan

++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++

I. SELCTED GRAPHS FROM LATEST UPTAKE

LATEST UPTAKE: uptake 20210625

DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

Selected graphs from latest uptake - Canada

Selected graphs from latest uptake - British Columbia

Selected graphs from latest uptake - Ontario

Selected graphsfrom latest uptake - Quebec

II. METHODS AND RESULTS OF THIS WORK

SUMMARY

Five international and periodically updating models of COVID-19 pandemic are identified and the results of their estimates are gathered, combined, and graphed for the progression of the pandemic at the country level. Periodical releases of these studies’ estimates undergo processing and visualization in this repository.

BACKGROUND

The idea put to work here is to combine and visualize international periodically updating studies / models of COVID-19 pandemic, for the global level. The end result being sharable codes and outputs, for estimates files and graphs, for individual studies, and for combination of them, and repeat the process periodically.

METHODS

Eligibility for target (component) studies (models) of COVID-19 pandemic, are set as those that (1) provide estimates for at least one of the four outcomes of interests, i.e., daily deaths, daily incident cases, cumulative (total) deaths, and cumulative (total) incident cases, (2) at the global level, (3) as sum of estimates at the country level, (4) periodically updating into 2021, (5) provide a list of input data and their sources, and (6) provide explanation on methods of using input data and generation of model outputs.

Target studies were found via hand search using google. After “Additional file 1 of Rapid review of COVID-19 epidemic estimation studies for Iran”, Page 39, here

Methods generally follow, with alterations, this article: Pourmalek F, Rezaei Hemami M, Janani L, Moradi-Lakeh M. Rapid review of COVID-19 epidemic estimation studies for Iran. BMC Public Health. 2021 Feb 1;21(1):257. doi: 10.1186/s12889-021-10183-3. https://bmcpublichealth.biomedcentral.com/articles/10.1186/s12889-021-10183-3

RESULTS

RESULTS, (A) Studies:

Five studies (models) meeting the eligibility criteria: DELP, IHME, IMPE, LANL, SRIV, details below. Results of estimates for each study are stored in Stata data files and graphs. Results for combination of all five studies’ estimates are also are stored in data files and combined graphs.

(1) DELP
. DELP = DELPHI: Differential Equations Lead to Predictions of Hospitalizations and Infections
. Citation: COVID Analytics. DELPHI epidemiological case predictions. Cambridge: Operations Research Center, Massachusetts Institute of Technology. https://www.covidanalytics.io/projections
. Study website: https://www.covidanalytics.io/projections
. Estimates web site: https://www.covidanalytics.io/projections, down the page, link that reads, "Download Most Recent Predictions"
. License: https://github.com/COVIDAnalytics/DELPHI/blob/master/LICENSE
. Institution: Operations Research Center, Massachusetts Institute of Technology, Cambridge
. Among articles: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7883965/ , https://www.medrxiv.org/content/10.1101/2020.06.23.20138693v1, https://www.covidanalytics.io/DELPHI_documentation_pdf
. Periodically updating: Yes
. Periodical updates accessible: No

(2) IHME . IHME = Institute for Health Metrics and Evaluation
. Citation: Institute for Health Metrics and Evaluation (IHME). COVID-19 mortality, infection, testing, hospital resource use, and social distancing projections. Seattle: Institute for Health Metrics and Evaluation (IHME), University of Washington. http://www.healthdata.org/covid
. Study web site: http://www.healthdata.org/covid
. Estimates web site: http://www.healthdata.org/covid/data-downloads
. License: http://www.healthdata.org/about/terms-and-conditions
. Institution: IHME, University of Washington, Seattle
. Among articles: https://www.nature.com/articles/s41591-020-1132-9
. Periodically updating: Yes
. Periodical updates accessible: Yes

(3) IMPE
. IMPE = Imperial College
. Citation: MRC Centre for Global Infectious Disease Analysis (MRC GIDA). Future scenarios of the healthcare burden of COVID-19 in low- or middle-income countries. London: MRC Centre for Global Infectious Disease Analysis, Imperial College London. https://mrc-ide.github.io/global-lmic-reports/
. Study web site: https://mrc-ide.github.io/global-lmic-reports/
. Estimates web site: https://github.com/mrc-ide/global-lmic-reports/tree/master/data
. License: https://github.com/mrc-ide/global-lmic-reports
. Institution: Imperial College, London
. Among articles: https://science.sciencemag.org/content/369/6502/413
. Periodically updating: Yes
. Periodical updates accessible: Yes

(4) LANL
. LANL = Los Alamos National Laboratories
. Citation: Los Alamos National Laboratory (LANL). COVID-19 cases and deaths forecasts. Los Alamos: Los Alamos National Laboratory (LANL). https://covid-19.bsvgateway.org
. Study web site: https://covid-19.bsvgateway.org
. Estimates web site: https://covid-19.bsvgateway.org, Model Outputs, Global
. License: https://covid-19.bsvgateway.org
. Institution: Los Alamos National Laboratories, Los Alamos
. Among documents: https://covid-19.bsvgateway.org/static/COFFEE-methodology.pdf
. Periodically updating: Yes
. Periodical updates accessible: Yes

(5) SRIV
. SRIV = Srivastava, Ajitesh
. Citation: University of Southern California (USC). COVID-19 forecast. Los Angeles: University of Southern California. https://scc-usc.github.io/ReCOVER-COVID-19
. Study web site: https://scc-usc.github.io/ReCOVER-COVID-19/
. Estimates web site: https://github.com/scc-usc/ReCOVER-COVID-19/tree/master/results/historical_forecasts
. License: https://github.com/scc-usc/ReCOVER-COVID-19/blob/master/LICENSE
. Institution: University of Southern California, Los Angeles
. Among articles: https://arxiv.org/abs/2007.05180
. Periodically updating: Yes
. Periodical updates accessible: Yes

(0) JOHN
. JOHN = Johns Hopkins University. Coronavirus resource center. https://coronavirus.jhu.edu
. Not a target study, but a benchmark for comparison.
. Citation: "COVID-19 Data Repository by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University"
. Study web site: https://coronavirus.jhu.edu
. Estimates web site: https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data/csse_covid_19_time_series , "COVID-19 Data Repository by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University"
. License: https://github.com/CSSEGISandData/COVID-19/tree/master/csse_covid_19_data/csse_covid_19_time_series
. Institution: Johns Hopkins University, Baltimore
. Among articles: Dong E, Du H, Gardner L. An interactive web-based dashboard to track COVID-19 in real time. Lancet Infect Dis. 2020 May;20(5):533-534. doi: 10.1016/S1473-3099(20)30120-1. Epub 2020 Feb 19.
. Periodically updating: Yes
. Periodical updates accessible: Yes

RESULTS, (B) Periodical updates of component studies:

Periodical updates of component studies are performed here according to release of new estimates updates by the two studies with less frequent estimates updates releases, i.e., IHME and IMPE. LANL updates every 3-4 days, SRIV every day, and DELP updates frequency is not discoverable to me. With each update release by IHME or IMPE, the whole set of five studies’ estimates updates are processed (updated here) and the results are stored in a directory named after the calendar date on which update was performed.

RESULTS, (C) Longitudinal visualization of component studies’ estimates updates:

Within each study, estimates for any given person-place-time unit – that is any specific outcome (e.g., daily deaths), any given location (e.g., the global level), and given calendar time period (e.g., May 2021) – might vary (in terms of height and trajectory of outcome estimates), across consecutive releases of updated estimates. Analysis of such variations should – based on my understanding – reflect that the largest proportion of variance originates from the use of new data input to the model. This is true across all-time variations. Other sources of variation include input of new data types to the model, and less frequently, major and minor updates in the modeling process, that are known as “model version”, and are quite distinct from “model estimates updates”. Based on such variation of model estimates updates for any given person-place-time unit, looking at the estimates of the same person-place-time unit across consecutive model estimates updates of any given model might be expected to provide additional insight about how model estimates evolve along with progression of the pandemic. This leads to longitudinal view of component studies’ estimates updates: e.g., look at IHME estimates for daily global deaths for May 2021 across consecutive IHME estimates releases. Timing of longitudinal visualization is set for the end of each calendar month, to minimize the role of calendar time as source of the above-described variation.

LIMITATIONS

The search for target studies is not performed in a replicable method. A systematic review might reveal more target studies that meet the eligibility criteria. Software codes use a propriety software package. Use of R or Phyton are preferable in terms of user accessibility.

FUTURE DIRECTIONS AND COLLABOATIONS

The idea of this work originated from looking at estimates for COVID-19 epidemic in one location, Iran, in repository covir2. Then I thought about creating a template that can be used for any location and its sub-locations – from global level, to regional (e.g., continents, WHO regions, GBD regions, etc.), national, and subnational levels (where available). Also thought about a visualization hub, that creates (combined results and) graphs for all locations for which COVID-19 estimates are available via the international periodically updating models. For writing the code, I lack the knowledge and experience with Python to do the job. I am looking for suggestions, collaboration, and help; please e-mail me ([email protected])

III. INNER WORKS OF THIS REPOSITORY

The Stata codes can be executed on local machines:

Preproduced outputs are stored for each update, e.g., [20210428](https://github.com/pourmalek/ GlobalCovidCombineVisualizeCombineVisualize /tree/main/20210428), in folder [output](https://github.com/pourmalek/ GlobalCovidCombineVisualizeCombineVisualize /tree/main/20210428/output), for each component study, i.e. [DELP](https://github.com/pourmalek/ GlobalCovidCombineVisualizeCombineVisualize /tree/main/20210428/output/DELP), IHME, [IMPE](https://github.com/pourmalek/ GlobalCovidCombineVisualizeCombineVisualize /tree/main/20210428/output/IMPE), LANL, and SRIV, plus JOHN as benchmark. Combined results stored in merge.

longitudinal assessment of models will be added later.

Selected graphs are shown below.

Component studies and their scenarios are mentioned below after the selected graphs.

Variable name structure

Troubleshooting

Scenario number within component study

[Names within brackets assigned by this review study.]

A00 JOHN

S00 = [Not Applicable]

A01 DELP

S00 = [Single scenario]

A02 IHME

S01 = Reference scenario [Status Quo]
S02 = Best scenario (Universal masks) [Best]
S03 = Worse scenario (Mandates easing) [Worst]

A03 IMPE

S01 = Additional 50% Reduction [Best]
S02 = Current level of interventions [Reference]
S03 = Relax Interventions 50% [Worst]
S04 = Surged Additional 50% Reduction [Best, Surged]
S05 = Surged Maintain Status Quo [Reference, Surged]
S06 = Surged Relax Interventions 50% [Worst, Surged]

A04 LANL

S00 = [Single scenario]

A05 SRIV

S00 = [current]
Note: SRIV has 3 sets of scenrios, here (add).

uptakes in this repository, since April 2021

bold fonts show the uptake was triggered by IHME or IMPE.

(uptake number) uptake date: study update date, study update date

(22) uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(21) uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(20) uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(19) uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(18) uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(17) uptake 20210605: DELP 20210603, IHME 20210604, I_MPE 20210604_, LANL 20210602, SRIV 20210604

(16) uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(15) uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(14) uptake 20210528: DELP 20210528, IHME 20210528, IMPE 20210522, LANL 20210526, SRIV 20210528

(13) uptake 20210522: DELP 20210522, IHME 20210521, IMPE 20210522, LANL 20210519, SRIV 20210522

(12) uptake 20210521: DELP 20210521, IHME 20210521, IMPE 20210516, LANL 20210519, SRIV 20210521

(11) uptake 20210516: DELP 20210516, IHME 20210514, IMPE 20210516, LANL 20210516, SRIV 20210516

(10) uptake 20210515: DELP 20210515, IHME 20210514, IMPE 20210510, LANL 20210512, SRIV 20210515

(9) uptake 20210514: DELP 20210514, IHME 20210514, IMPE 20210424, LANL 20210512, SRIV 20210514

(8) uptake 20210506: DELP 20210506, IHME 20210506, IMPE 20210424, LANL 20210505, SRIV 20210506

(7) uptake 20210424: DELP 20210424, IHME 20210422, IMPE 20210424, LANL 20210421, SRIV 20210424

(6) uptake 20210422: DELP N20210422, IHME 20210422, IMPE 2010417, LANL 20210421, SRIV 20210422

(5) uptake 20210417: DELP 20210417, IHME 20210416, IMPE 20210417, LANL 20210414, SRIV 20210417

(4) uptake 20210416: DELP 20210416, IHME 20210416, IMPE 20210406, LANL 20210414, SRIV 20210416

(3) uptake 20210409: DELP 20210409, IHME 20210409, IMPE 20210406, LANL 20210407, SRIV 20210409

(2) uptake 20210406: DELP 20210406, IHME 20210401, _IMPE 20210406-, LANL 20210404, SRIV 20210406

(1) uptake 20210401: DELP 20210401, IHME 20210401, IMPE 20210329, LANL 20210331, SRIV 20210401

IV. SELCTED GRAPHS FROM PREVIOUS UPTAKES

List of graphs

(1) Daily deaths, reference scenarios, all time

(2) Daily deaths, reference scenarios, 2021

(3) Daily deaths, 3 scenarios, 2021

(4) Daily cases or infections, reference scenarios, all time

(5) Daily cases or infections, reference scenarios, 2021

(6) Daily cases or infections, 3 scenarios, 2021

(7) Hospital-related outcomes, all time

(9) Daily deaths estimated to reported, reference scenarios, 2021

(10) Daily cases or infections estimated to reported cases, reference scenarios, 2021

Logical order of graphs

Location level: National, followed by 3 select provinces (two most affected, and BC)

. To follow prediction for the national level, and further examine if province-level increases are predicted
Uptake date: Most recent uptake, followed by less recent uptakes

. To examine changes in predictions across consecutive uptakes
Outcomes: Daily deaths, Daily cases or infections, Hospital-related outcomes, Daily deaths estimated to reported, Daily cases or infections estimated to reported cases.

. To examine different outcomes with different public health consequences and model performance implications
Calendar time of estimates coverage: All-time, followed by 2021

. To view the whole epidemic trajectory, and further focus on near future
Scenarios: Reference scenarios, followed by alternative scenarios

. To examine the main (aka. status quo) scenario, and alternative (better and worse) scenarios
Models: Different models within each graph (for which model estimates update release dates are maximally synchronized), plus official reports of the country to WHO (curated by Johns Hopkins university) as under-reported benchmark for trends

. To examine how heterogeneity in methods used by different models results in heterogenous results for the same outcome (same time-place-person aggregated units)
Graphs for other locations (e.g. Alberta) and other outcomes (e.g., Total deaths) are stored individually in /merge/ directory https://github.com/pourmalek/CovidVisualizedCountry/tree/main/20210610/output/merge, and stored in a single file "graphs merge 20210610.pdf" https://github.com/pourmalek/CovidVisualizedCountry/blob/main/20210610/graphs%20merge%2020210610.pdf (and similar files, e.g., with /20210604/), where /2021610/ denotes the uptake date. Graphs include all the provinces and territories available in JOHN, DELP, and IHME. Graphs from individual models are stored in study namesake directories, e.g., 20210610/output/IHME

Selected graphs - Canada

Selected graphs - British Columbia

Selected graphs - Ontario

Selected graphs - Quebec

Selected graphs - Canada

graph (1) Canada - Daily deaths, reference scenarios, all time

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(1) Canada Daily deaths, reference scenarios, all time

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(1) Canada Daily deaths, reference scenarios, all time

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(1) Canada Daily deaths, reference scenarios, all time

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(1) Canada Daily deaths, reference scenarios, all time

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(1) Canada Daily deaths, reference scenarios, all time

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(1) Canada Daily deaths, reference scenarios, all time

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(1) Canada Daily deaths, reference scenarios, all time

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(1) Canada Daily deaths, reference scenarios, all time

graph (2) Canada - Daily deaths, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(2) Canada Daily deaths, reference scenarios, 2011

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(2) Canada Daily deaths, reference scenarios, 2011

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(2) Canada Daily deaths, reference scenarios, 2011

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(2) Canada Daily deaths, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(2) Canada Daily deaths, reference scenarios, 2011

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(2) Canada Daily deaths, reference scenarios, 2011

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(2) Canada Daily deaths, reference scenarios, 2011

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(2) Canada Daily deaths, reference scenarios, 2011

graph (3) Canada - Daily deaths, 3 scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(3) Canada Daily deaths, 3 scenarios, 2011

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(3) Canada Daily deaths, 3 scenarios, 2011

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(3) Canada Daily deaths, 3 scenarios, 2011

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(3) Canada Daily deaths, 3 scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(3) Canada Daily deaths, 3 scenarios, 2011

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(3) Canada Daily deaths, 3 scenarios, 2011

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(3) Canada Daily deaths, 3 scenarios, 2011

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(3) Canada Daily deaths, 3 scenarios, 2011

graph (4) Canada - Daily cases or infections, reference scenarios, all time

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(4) Canada Daily cases or infections, reference scenarios, all time

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(4) Canada Daily cases or infections, reference scenarios, all time

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(4) Canada Daily cases or infections, reference scenarios, all time

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(4) Canada Daily cases or infections, reference scenarios, all time

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(4) Canada Daily cases or infections, reference scenarios, all time

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(4) Canada Daily cases or infections, reference scenarios, all time

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(4) Canada Daily cases or infections, reference scenarios, all time

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(4) Canada Daily cases or infections, reference scenarios, all time

graph (5) Canada - Daily cases or infections, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(5) Canada Daily cases or infections, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(5) Canada Daily cases or infections, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(5) Canada Daily cases or infections, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(5) Canada Daily cases or infections, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(5) Canada Daily cases or infections, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(5) Canada Daily cases or infections, reference scenarios, 2021

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(5) Canada Daily cases or infections, reference scenarios, 2021

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(5) Canada Daily cases or infections, reference scenarios, 2021

graph (6) Canada - Daily cases or infections, 3 scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(6) Canada Daily cases or infections, 3 scenarios, 2011

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(6) Canada Daily cases or infections, 3 scenarios, 2011

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(6) Canada Daily cases or infections, 3 scenarios, 2011

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(6) Canada Daily cases or infections, 3 scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(6) Canada Daily cases or infections, 3 scenarios, 2011

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(6) Canada Daily cases or infections, 3 scenarios, 2011

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(6) Canada Daily cases or infections, 3 scenarios, 2011

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(6) Canada Daily cases or infections, 3 scenarios, 2011

graph (7) Canada - Hospital-related outcomes, all time

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(7) Canada Hospital-related outcomes, all time

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(7) Canada Hospital-related outcomes, all time

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(7) Canada Hospital-related outcomes, all time

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(7) Canada Hospital-related outcomes, all time

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(7) Canada Hospital-related outcomes, all time

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(7) Canada Hospital-related outcomes, all time

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(7) Canada Hospital-related outcomes, all time

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(7) Canada Hospital-related outcomes, all time

graph (8) Canada - Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(8) Canada Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(8) Canada Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(8) Canada Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(8) Canada Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(8) Canada Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(8) Canada Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(8) Canada Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(8) Canada Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

graph (9) Canada - Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(9) Canada Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(9) Canada Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(9) Canada Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(9) Canada Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(9) Canada Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(9) Canada Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(9) Canada Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(9) Canada Daily deaths estimated to reported, reference scenarios, 2021

graph (10) Canada - Daily cases or infections estimated to reported cases, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(10) Canada Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(10) Canada Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(10) Canada Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(10) Canada Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(10) Canada Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(10) Canada Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(10) Canada Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(10) Canada Daily cases or infections estimated to reported, reference scenarios, 2021

graph (11) Canada and provinces - Daily death rates, reference scenario, all time, IHME

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(11) Canada and provinces Daily death rates, reference scenario, all time, IHME

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(11) Canada and provinces Daily death rates, reference scenario, all time, IHME

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(11) Canada and provinces Daily death rates, reference scenario, all time, IHME

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(11) Canada and provinces Daily death rates, reference scenario, all time, IHME

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(11) Canada and provinces Daily death rates, reference scenario, all time, IHME

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(11) Canada and provinces Daily death rates, reference scenario, all time, IHME

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(11) Canada and provinces Daily death rates, reference scenario, all time, IHME

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(11) Canada and provinces Daily death rates, reference scenario, all time, IHME

Selected graphs - British Columbia

graph (1) British Columbia - Daily deaths, reference scenarios, all time

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(1) British Columbia Daily deaths, reference scenarios, all time

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(1) British Columbia Daily deaths, reference scenarios, all time

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(1) British Columbia Daily deaths, reference scenarios, all time

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(1) British Columbia Daily deaths, reference scenarios, all time

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(1) British Columbia Daily deaths, reference scenarios, all time

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(1) British Columbia Daily deaths, reference scenarios, all time

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(1) British Columbia Daily deaths, reference scenarios, all time

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(1) British Columbia Daily deaths, reference scenarios, all time

graph (2) British Columbia - Daily deaths, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(2) British Columbia Daily deaths, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(2) British Columbia Daily deaths, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(2) British Columbia Daily deaths, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(2) British Columbia Daily deaths, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(2) British Columbia Daily deaths, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(2) British Columbia Daily deaths, reference scenarios, 2011

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(2) British Columbia Daily deaths, reference scenarios, 2011

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(2) British Columbia Daily deaths, reference scenarios, 2011

graph (3) British Columbia - Daily deaths, 3 scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(3) British Columbia Daily deaths, 3 scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(3) British Columbia Daily deaths, 3 scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(3) British Columbia Daily deaths, 3 scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(3) British Columbia Daily deaths, 3 scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(3) British Columbia Daily deaths, 3 scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(3) British Columbia Daily deaths, 3 scenarios, 2011

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(3) British Columbia Daily deaths, 3 scenarios, 2011

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(3) British Columbia Daily deaths, 3 scenarios, 2011

graph (4) British Columbia - Daily cases or infections, reference scenarios, all time

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(4) British Columbia Daily cases or infections, reference scenarios, all time

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(4) British Columbia Daily cases or infections, reference scenarios, all time

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(4) British Columbia Daily cases or infections, reference scenarios, all time

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(4) British Columbia Daily cases or infections, reference scenarios, all time

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(4) British Columbia Daily cases or infections, reference scenarios, all time

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(4) British Columbia Daily cases or infections, reference scenarios, all time

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(4) British Columbia Daily cases or infections, reference scenarios, all time

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(4) British Columbia Daily cases or infections, reference scenarios, all time

graph (5) British Columbia - Daily cases or infections, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(5) British Columbia Daily cases or infections, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(5) British Columbia Daily cases or infections, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(5) British Columbia Daily cases or infections, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(5) British Columbia Daily cases or infections, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(5) British Columbia Daily cases or infections, reference scenarios, 2021

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(5) British Columbia Daily cases or infections, reference scenarios, 2021

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(5) British Columbia Daily cases or infections, reference scenarios, 2021

graph (6) British Columbia - Daily cases or infections, 3 scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(6) British Columbia Daily cases or infections, 3 scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(6) British Columbia Daily cases or infections, 3 scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(6) British Columbia Daily cases or infections, 3 scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(6) British Columbia Daily cases or infections, 3 scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(6) British Columbia Daily cases or infections, 3 scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(6) British Columbia Daily cases or infections, 3 scenarios, 2011

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(6) British Columbia Daily cases or infections, 3 scenarios, 2011

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(6) British Columbia Daily cases or infections, 3 scenarios, 2011

graph (7) British Columbia - Hospital-related outcomes, all time

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(7) British Columbia Hospital-related outcomes, all time

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(7) British Columbia Hospital-related outcomes, all time

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(7) British Columbia Hospital-related outcomes, all time

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(7) British Columbia Hospital-related outcomes, all time

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(7) British Columbia Hospital-related outcomes, all time

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(7) British Columbia Hospital-related outcomes, all time

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(7) British Columbia Hospital-related outcomes, all time

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(7) British Columbia Hospital-related outcomes, all time

graph (8) British Columbia - Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(8) British Columbia Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(8) British Columbia Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(8) British Columbia Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(8) British Columbia Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(8) British Columbia Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(8) British Columbia Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(8) British Columbia Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(8) British Columbia Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

graph (9) British Columbia - Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(9) British Columbia Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(9) British Columbia Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(9) British Columbia Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(9) British Columbia Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(9) British Columbia Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(9) British Columbia Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(9) British Columbia Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(9) British Columbia Daily deaths estimated to reported, reference scenarios, 2021

graph (10) British Columbia - Daily cases or infections estimated to reported cases, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(10) British Columbia Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(10) British Columbia Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(10) British Columbia Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(10) British Columbia Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(10) British Columbia Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(10) British Columbia Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(10) British Columbia Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(10) British Columbia Daily cases or infections estimated to reported, reference scenarios, 2021

Selected graphs - Ontario

graph (1) Ontario - Daily deaths, reference scenarios, all time

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(1) Ontario Daily deaths, reference scenarios, all time

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(1) Ontario Daily deaths, reference scenarios, all time

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(1) Ontario Daily deaths, reference scenarios, all time

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(1) Ontario Daily deaths, reference scenarios, all time

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(1) Ontario Daily deaths, reference scenarios, all time

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(1) Ontario Daily deaths, reference scenarios, all time

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(1) Ontario Daily deaths, reference scenarios, all time

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(1) Ontario Daily deaths, reference scenarios, all time

graph (2) Ontario - Daily deaths, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(2) Ontario Daily deaths, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(2) Ontario Daily deaths, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(2) Ontario Daily deaths, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(2) Ontario Daily deaths, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(2) Ontario Daily deaths, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(2) Ontario Daily deaths, reference scenarios, 2011

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(2) Ontario Daily deaths, reference scenarios, 2011

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(2) Ontario Daily deaths, reference scenarios, 2011

graph (3) Ontario - Daily deaths, 3 scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(3) Ontario Daily deaths, 3 scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(3) Ontario Daily deaths, 3 scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(3) Ontario Daily deaths, 3 scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(3) Ontario Daily deaths, 3 scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(3) Ontario Daily deaths, 3 scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(3) Ontario Daily deaths, 3 scenarios, 2011

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(3) Ontario Daily deaths, 3 scenarios, 2011

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(3) Ontario Daily deaths, 3 scenarios, 2011

graph (4) Ontario - Daily cases or infections, reference scenarios, all time

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(4) Ontario Daily cases or infections, reference scenarios, all time

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(4) Ontario Daily cases or infections, reference scenarios, all time

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(4) Ontario Daily cases or infections, reference scenarios, all time

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(4) Ontario Daily cases or infections, reference scenarios, all time

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(4) Ontario Daily cases or infections, reference scenarios, all time

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(4) Ontario Daily cases or infections, reference scenarios, all time

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(4) Ontario Daily cases or infections, reference scenarios, all time

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(4) Ontario Daily cases or infections, reference scenarios, all time

graph (5) Ontario - Daily cases or infections, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(5) Ontario Daily cases or infections, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(5) Ontario Daily cases or infections, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(5) Ontario Daily cases or infections, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(5) Ontario Daily cases or infections, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(5) Ontario Daily cases or infections, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(5) Ontario Daily cases or infections, reference scenarios, 2021

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(5) Ontario Daily cases or infections, reference scenarios, 2021

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(5) Ontario Daily cases or infections, reference scenarios, 2021

graph (6) Ontario - Daily cases or infections, 3 scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(6) Ontario Daily cases or infections, 3 scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(6) Ontario Daily cases or infections, 3 scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(6) Ontario Daily cases or infections, 3 scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(6) Ontario Daily cases or infections, 3 scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(6) Ontario Daily cases or infections, 3 scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(6) Ontario Daily cases or infections, 3 scenarios, 2011

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(6) Ontario Daily cases or infections, 3 scenarios, 2011

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(6) Ontario Daily cases or infections, 3 scenarios, 2011

graph (7) Ontario - Hospital-related outcomes, all time

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(7) Ontario Hospital-related outcomes, all time

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(7) Ontario Hospital-related outcomes, all time

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(7) Ontario Hospital-related outcomes, all time

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(7) Ontario Hospital-related outcomes, all time

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(7) Ontario Hospital-related outcomes, all time

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(7) Ontario Hospital-related outcomes, all time

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(7) Ontario Hospital-related outcomes, all time

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(7) Ontario Hospital-related outcomes, all time

graph (8) Ontario - Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(8) Ontario Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(8) Ontario Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(8) Ontario Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(8) Ontario Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(8) Ontario Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(8) Ontario Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(8) Ontario Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(8) Ontario Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

graph (9) Ontario - Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(9) Ontario Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(9) Ontario Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(9) Ontario Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(9) Ontario Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(9) Ontario Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(9) Ontario Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(9) Ontario Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(9) Ontario Daily deaths estimated to reported, reference scenarios, 2021

graph (10) Ontario - Daily cases or infections estimated to reported cases, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(10) Ontario Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(10) Ontario Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(10) Ontario Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(10) Ontario Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(10) Ontario Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(10) Ontario Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(10) Ontario Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(10) Ontario Daily cases or infections estimated to reported, reference scenarios, 2021

Selected graphs - Quebec

graph (1) Quebec - Daily deaths, reference scenarios, all time

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(1) Quebec Daily deaths, reference scenarios, all time

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(1) Quebec Daily deaths, reference scenarios, all time

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(1) Quebec Daily deaths, reference scenarios, all time

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(1) Quebec Daily deaths, reference scenarios, all time

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(1) Quebec Daily deaths, reference scenarios, all time

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(1) Quebec Daily deaths, reference scenarios, all time

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(1) Quebec Daily deaths, reference scenarios, all time

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(1) Quebec Daily deaths, reference scenarios, all time

graph (2) Quebec - Daily deaths, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(2) Quebec Daily deaths, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(2) Quebec Daily deaths, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(2) Quebec Daily deaths, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(2) Quebec Daily deaths, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(2) Quebec Daily deaths, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(2) Quebec Daily deaths, reference scenarios, 2011

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(2) Quebec Daily deaths, reference scenarios, 2011

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(2) Quebec Daily deaths, reference scenarios, 2011

graph (3) Quebec - Daily deaths, 3 scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(3) Quebec Daily deaths, 3 scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(3) Quebec Daily deaths, 3 scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(3) Quebec Daily deaths, 3 scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(3) Quebec Daily deaths, 3 scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(3) Quebec Daily deaths, 3 scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(3) Quebec Daily deaths, 3 scenarios, 2011

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(3) Quebec Daily deaths, 3 scenarios, 2011

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(3) Quebec Daily deaths, 3 scenarios, 2011

graph (4) Quebec - Daily cases or infections, reference scenarios, all time

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(4) Quebec Daily cases or infections, reference scenarios, all time

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(4) Quebec Daily cases or infections, reference scenarios, all time

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(4) Quebec Daily cases or infections, reference scenarios, all time

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(4) Quebec Daily cases or infections, reference scenarios, all time

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(4) Quebec Daily cases or infections, reference scenarios, all time

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(4) Quebec Daily cases or infections, reference scenarios, all time

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(4) Quebec Daily cases or infections, reference scenarios, all time

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(4) Quebec Daily cases or infections, reference scenarios, all time

graph (5) Quebec - Daily cases or infections, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(5) Quebec Daily cases or infections, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(5) Quebec Daily cases or infections, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(5) Quebec Daily cases or infections, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(5) Quebec Daily cases or infections, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(5) Quebec Daily cases or infections, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(5) Quebec Daily cases or infections, reference scenarios, 2021

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(5) Quebec Daily cases or infections, reference scenarios, 2021

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(5) Quebec Daily cases or infections, reference scenarios, 2021

graph (6) Quebec - Daily cases or infections, 3 scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(6) Quebec Daily cases or infections, 3 scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(6) Quebec Daily cases or infections, 3 scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(6) Quebec Daily cases or infections, 3 scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(6) Quebec Daily cases or infections, 3 scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(6) Quebec Daily cases or infections, 3 scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(6) Quebec Daily cases or infections, 3 scenarios, 2011

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(6) Quebec Daily cases or infections, 3 scenarios, 2011

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(6) Quebec Daily cases or infections, 3 scenarios, 2011

graph (7) Quebec - Hospital-related outcomes, all time

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(7) Quebec Hospital-related outcomes, all time

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(7) Quebec Hospital-related outcomes, all time

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(7) Quebec Hospital-related outcomes, all time

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(7) Quebec Hospital-related outcomes, all time

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(7) Quebec Hospital-related outcomes, all time

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(7) Quebec Hospital-related outcomes, all time

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(7) Quebec Hospital-related outcomes, all time

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(7) Quebec Hospital-related outcomes, all time

graph (8) Quebec - Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(8) Quebec Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(8) Quebec Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(8) Quebec Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(8) Quebec Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(8) Quebec Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(8) Quebec Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(8) Quebec Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(8) Quebec Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

graph (9) Quebec - Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(9) Quebec Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(9) Quebec Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(9) Quebec Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(9) Quebec Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(9) Quebec Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(9) Quebec Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(9) Quebec Daily deaths estimated to reported, reference scenarios, 2021

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(9) Quebec Daily deaths estimated to reported, reference scenarios, 2021

graph (10) Quebec - Daily cases or infections estimated to reported cases, reference scenarios, 2021

uptake 20210625: DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

(10) Quebec Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210624: DELP 20210624, IHME 20210618, IMPE 20210618, LANL 20210613, SRIV 20210624

(10) Quebec Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210618: DELP 20210618, IHME 20210618, IMPE 20210611, LANL 20210613, SRIV 20210618

(10) Quebec Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210611: DELP 20210611, IHME 20210610, IMPE 20210611, LANL 20210606, SRIV 20210611

(10) Quebec Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210610: DELP 20210610, IHME 20210610, IMPE 20210604, LANL 20210606, SRIV 20210610

(10) Quebec Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210605: DELP 20210604, IHME 20210604, IMPE 20210604, LANL 20210602, SRIV 20210604

(10) Quebec Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210604: DELP 20210604, IHME 20210604, IMPE 20210527, LANL 20210602, SRIV 20210604

(10) Quebec Daily cases or infections estimated to reported, reference scenarios, 2021

uptake 20210603: DELP 20210602, IHME 20210528, IMPE 20210527, LANL 20210526, SRIV 20210603

(10) Quebec Daily cases or infections estimated to reported, reference scenarios, 2021

Licenses / Copyrights of data and / or graphs used in this repository:

All the data and / or graphs used in this repository are at non-individual and aggregate level, publicly available on the Internet, and under pertinent licenses and copyrights for non-commercial use, reproduction, and distribution for scientific research, provided that the conditions mentioned in the respective licenses and copyrights are met, as provided below.

(1) ABBREVIATED NAME IN THIS REPOSITORY: DELP

CITATION: COVID Analytics. DELPHI epidemiological case predictions. Cambridge: Operations Research Center, Massachusetts Institute of Technology. https://www.covidanalytics.io/projections and https://github.com/COVIDAnalytics/website/tree/master/data/predicted

SOURCE REPOSITORY: https://github.com/COVIDAnalytics/DELPHI

SOURCE REPOSITORY LICENCE: https://github.com/COVIDAnalytics/website/blob/master/LICENSE

(2) ABBREVIATED NAME IN THIS REPOSITORY: IHME

CITATION: Institute for Health Metrics and Evaluation (IHME). COVID-19 mortality, infection, testing, hospital resource use, and social distancing projections. Seattle: Institute for Health Metrics and Evaluation (IHME), University of Washington. http://www.healthdata.org/covid/ and http://www.healthdata.org/covid/data-downloads

SOURCE REPOSITORY: http://www.healthdata.org/covid/data-downloads

SOURCE REPOSITORY LICENCE: http://www.healthdata.org/about/terms-and-conditions

(3) ABBREVIATED NAME IN THIS REPOSITORY: IMPE

CITATION: MRC Centre for Global Infectious Disease Analysis (MRC GIDA). Future scenarios of the healthcare burden of COVID-19 in low- or middle-income countries. London: MRC Centre for Global Infectious Disease Analysis, Imperial College London. https://mrc-ide.github.io/global-lmic-reports/ and https://github.com/mrc-ide/global-lmic-reports/tree/master/data

SOURCE REPOSITORY: https://github.com/mrc-ide/global-lmic-reports/tree/master/data

SOURCE REPOSITORY LICENCE: https://mrc-ide.github.io/global-lmic-reports/

(4) ABBREVIATED NAME IN THIS REPOSITORY: LANL

CITATION: Los Alamos National Laboratory (LANL). COVID-19 cases and deaths forecasts. Los Alamos: Los Alamos National Laboratory (LANL). https://covid-19.bsvgateway.org

SOURCE REPOSITORY: https://covid-19.bsvgateway.org

SOURCE REPOSITORY LICENCE: https://covid-19.bsvgateway.org .

(5) ABBREVIATED NAME IN THIS REPOSITORY: SRIV

CITATION: Srivastava, Ajitesh. University of Southern California (USC). COVID-19 forecast. Los Angeles: University of Southern California. https://scc-usc.github.io/ReCOVER-COVID-19 and https://github.com/scc-usc/ReCOVER-COVID-19/tree/master/results/historical_forecasts

SOURCE REPOSITORY: https://github.com/scc-usc/ReCOVER-COVID-19/tree/master/results/historical_forecasts

SOURCE REPOSITORY LICENCE: https://github.com/scc-usc/ReCOVER-COVID-19/blob/master/LICENSE

(6) ABBREVIATED NAME IN THIS REPOSITORY: JOHN

CITATION: "COVID-19 Data Repository by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University" https://coronavirus. jhu.edu/map.html and https://github.com/CSSEGISandData/COVID-19

SOURCE REPOSITORY: https://github.com/CSSEGISandData/COVID-19

SOURCE REPOSITORY LICENCE: https://github.com/CSSEGISandData/COVID-19

(7) ABBREVIATED NAME IN THIS REPOSITORY: covidcompare

CITATION: Friedman J, Liu P, Akre S. The covidcompare tool. https://covidcompare.io/about

SOURCE REPOSITORY: https://covidcompare.io/

SOURCE REPOSITORY LICENCE: https://covidcompare.io/about

License, DOI, and suggested Citation of this reposirory

All codes are copyrighted by the author under Apache License 2.0.

See LICENSE

DOI

Pourmalek, F. GitHub repository “CovidVisualizedCountry”: Combine and visualize international periodically updating estimates of COVID-19 at the country level, countries with subnational level estimates: Canada, national level, provinces, and territories. Version 1.1, Released June 23, 2021. http://doi.org/10.5281/zenodo.5019482 https://github.com/pourmalek/CovidVisualizedCountry

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CovidVisualizedCountry

Combine and visualize international periodically updating estimates of COVID-19

at the country level, countries with subnational level estimates

🇨🇦 Canada: national level, provinces and territories

👀 SEE graphs, code, and data of periodical updates of COVID-19 epidemic models’ estimates:

Delphi, IHME, Imperial college, Los Alamos, and Srivastava,

for daily (and total) deaths, cases, infections, and hospitalizations,

for Canada: National level, British Columbia, Ontario, Quebec, and other provinces and territories

or other countries via code adjustment

Related repositories:

TOC

I. SELCTED GRAPHS FROM LATEST UPTAKE

LATEST UPTAKE: uptake 20210625

DELP 20210625, IHME 20210625, IMPE 20210618, LANL 20210613, SRIV 20210624

Selected graphs from latest uptake - Canada

Selected graphs from latest uptake - British Columbia

Selected graphs from latest uptake - Ontario

Selected graphsfrom latest uptake - Quebec

Selected graphs - Canada

Selected graphs - British Columbia

Selected graphs - Ontario

Selected graphs - Quebec

II. METHODS AND RESULTS OF THIS WORK

III. INNER WORKS OF THIS REPOSITORY

Scenario number within component study

A00 JOHN

A01 DELP

A02 IHME

A03 IMPE

A04 LANL

A05 SRIV

uptakes in this repository, since April 2021

IV. SELCTED GRAPHS FROM PREVIOUS UPTAKES

List of graphs

Logical order of graphs

Selected graphs - Canada

Selected graphs - British Columbia

Selected graphs - Ontario

Selected graphs - Quebec

Selected graphs - Canada

graph (1) Canada - Daily deaths, reference scenarios, all time

graph (2) Canada - Daily deaths, reference scenarios, 2021

graph (3) Canada - Daily deaths, 3 scenarios, 2021

graph (4) Canada - Daily cases or infections, reference scenarios, all time

graph (5) Canada - Daily cases or infections, reference scenarios, 2021

graph (6) Canada - Daily cases or infections, 3 scenarios, 2021

graph (7) Canada - Hospital-related outcomes, all time

graph (8) Canada - Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

graph (9) Canada - Daily deaths estimated to reported, reference scenarios, 2021

graph (10) Canada - Daily cases or infections estimated to reported cases, reference scenarios, 2021

graph (11) Canada and provinces - Daily death rates, reference scenario, all time, IHME

Selected graphs - British Columbia

graph (1) British Columbia - Daily deaths, reference scenarios, all time

graph (2) British Columbia - Daily deaths, reference scenarios, 2021

graph (3) British Columbia - Daily deaths, 3 scenarios, 2021

graph (4) British Columbia - Daily cases or infections, reference scenarios, all time

graph (5) British Columbia - Daily cases or infections, reference scenarios, 2021

graph (6) British Columbia - Daily cases or infections, 3 scenarios, 2021

graph (7) British Columbia - Hospital-related outcomes, all time

graph (8) British Columbia - Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

graph (9) British Columbia - Daily deaths estimated to reported, reference scenarios, 2021

graph (10) British Columbia - Daily cases or infections estimated to reported cases, reference scenarios, 2021

Selected graphs - Ontario

graph (1) Ontario - Daily deaths, reference scenarios, all time

graph (2) Ontario - Daily deaths, reference scenarios, 2021

graph (3) Ontario - Daily deaths, 3 scenarios, 2021

graph (4) Ontario - Daily cases or infections, reference scenarios, all time

graph (5) Ontario - Daily cases or infections, reference scenarios, 2021

graph (6) Ontario - Daily cases or infections, 3 scenarios, 2021

graph (7) Ontario - Hospital-related outcomes, all time

graph (8) Ontario - Hospital-related outcomes, 2021, without IHME Bed need and IMPE Hospital demand

graph (9) Ontario - Daily deaths estimated to reported, reference scenarios, 2021

graph (10) Ontario - Daily cases or infections estimated to reported cases, reference scenarios, 2021

Selected graphs - Quebec

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