1/21. Nov 21 to Nov 27 -
#COVID19 Daily Epidemic Forecasting for 209 countries with risk maps
Data: @ECDC_EU or coronavirus.jhu.edu or ourworldindata.org/coronavirus

Dashboard: renkulab.shinyapps.io/COVID-19-Epide…

Powered by @ISG_UNIGE & @SDSCdatascience
2/21. Ireland is slowing in landing towards its #COVID19 safety zone (R-eff=0.96), plateauing at medium level, with medium levels of mortality, for 7 more days.
Lockdown from Oct 21, for 6 weeks.
3/21. The Netherlands is slowly landing towards its #COVID19 safety zone (R-eff=0.90), still at high level of activity, with high levels of mortality.
Partial lockdown from Nov 03 up to 2 weeks.
4/21. Switzerland is slowly landing towards its #COVID19 safety zone (R-eff=0.78), decreasing but still at high levels of activity, with remaining increasing very high levels of mortality, for 7 more days.

Partial lockdown in Cantons, from Oct 28.
5/21. France is landing towards its #COVID19 safety zone (R-eff=0.72), could be < 6,500 cases/day by next week-end, however with still increasing alarming levels of mortality, foreseen for the 7 upcoming days
Lockdown from Oct 29,for 1 month.
6/21. The UK seems has succeeded to cut the exponential phase of its #COVID19 2nd wave (R-eff=1.0), plateauing at high levels, with increasing very high levels of mortality, for 7 more days.
Lockdown -ended in Wales, after 2 wks- in England from Nov 05 for 1 month.
7/21. Germany seems very close to succeed to take over control of its #COVID19 2nd wave (R-eff=1.01), plateauing at high levels, with increasing high levels of mortality, for 7 more days.
Soft lockdown from Nov 02 for one month.
8/21. Austria seems very close to succeed to take over control of its #COVID19 2nd wave (R-eff=1.02), plateauing at high levels, with alarming levels of mortality, for 7 more days.
Strict lockdown+school closure.
9/21. Italy seems close to succeed to take over control of its #COVID19 2nd wave (R-eff=1.04), plateauing at high levels, with increasing alarming levels of mortality, for 7 more days.
Lockdown in Lombardy, Piedmont/Valle d’Aosta, Calabria from Nov 05 for 2 wks
10/21. Denmark seems loosing control on its #COVID19 epidemic activity (R-eff=1.1), rising at high levels, with very low levels of mortality, for 7 more days.
Partial lockdown measures in 7 municipalities amid mink covid fears.
11/21. Morocco seems close to succeed to take over control of its #COVID19 epidemic wave (R-eff=1.04), plateauing at high levels, with high levels of mortality, for 7 more days.
12/21. Kenya will remain in its #COVID19 safety zone, with very low levels of mortality, for 7 more days.
13/21. Israel facing seasonal pressure from the virus (R-eff=1.15), leaving its #COVID19 safety zone, foreseen to reach high levels of activity by mid-next week, with low levels of mortality, for 7 more days.
14/21. Ukraine is not yet controlling its #COVID19 epidemic wave (R-eff=1.1), and will be still rising at high level, with high levels of mortality, for 7 more days.
15/21. Japan, although facing seasonal pressure from the virus (R-eff=1.24), is foreseen to remain in its #COVID19 safety zone (< 2,500 new cases/day), with very low levels of mortality, for 7 more days.
Insights on
incl. its backward tracing strategy.
16/21. South Korea, although facing strong seasonal pressure from the virus (R-eff=1.29), is foreseen to remain in its #COVID19 safety zone (with<400 cases/day), and very low levels of mortality, for 7 more days.
17/21. Canada will be experiencing a rise in its #COVID19 epidemic activity at high levels (R-eff=1.09), for 7 more days.
Forecast for provinces are available, see the thread:

Increasing high level of mortality.
18/21. The USA will experience a rise in its #COVID19 epidemic activity, at high level (R-eff=1.14), with increasing high to very high (early next week) levels of mortality, for 7 more days.
More details and risk map on:

Detailed analyses for 7 states.
19/21. Brazil will experience a surge (R-eff=1.21) in its #COVID19 epidemic activity, at high level, with increasing high levels of mortality, for 7 more days.
20/21. Argentina will be plateauing at high levels in its #COVID19 epidemic activity (R-eff=0.96), with decreasing very high to high levels of mortality, for 7 more days.
21/21. Australia and New Zealand have successfully controlled their winter #COVID19 epidemic wave. They will remain both within their safety zone, with very low mortality rates, for 7 more days.
22/21
Safety zone: nb of forecast cases/day < 4.29/100K pop
Very low mortality: nb of forecast deaths/d < 0.05/100K pop
0.05 < Low mortality < 0.10
0.10 < Medium mortality < 0.20
0.20 < High mortality < 0.50
Very high mortality > 0.50
Alarming mortality > 1.0

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More from @FLAHAULT

21 Nov
1/21. Nov 22 to Nov 28 -
#COVID19 Daily Epidemic Forecasting for 209 countries with risk maps
Data: @ECDC_EU or coronavirus.jhu.edu or ourworldindata.org/coronavirus

Dashboard: renkulab.shinyapps.io/COVID-19-Epide…

Powered by @ISG_UNIGE & @SDSCdatascience Image
2/21. Ireland is slowing in landing towards its #COVID19 safety zone (R-eff=0.95), plateauing at medium level, with medium levels of mortality, for 7 more days.
Lockdown from Oct 21, for 6 weeks. ImageImage
3/21. France is landing towards its #COVID19 safety zone (R-eff=0.75), could be < 9,400 cases/day by next week-end, however with still increasing alarming levels of mortality, foreseen for the 7 upcoming days
Lockdown from Oct 29,for 1 month. ImageImage
Read 22 tweets
21 Nov
1/5 - Canada - Nov 21 to 27: Canada is not foreseen to take over control of its #COVID19 epidemic activity, with high levels of mortality. 4 Provinces in the thread
Forecasting for 13 Provinces/Territories on:
renkulab.shinyapps.io/COVID-19-Epide…

Powered by @ISG_UNIGE & @SDSCdatascience Image
2/5 - British Columbia is experiencing a rise in its #COVID19 epidemic activity (R-eff=1.18), at high levels, with increasing medium levels of mortality, for 7 more days. ImageImage
3/5 - Saskatchewan is experiencing a rise in its #COVID19 epidemic activity (R-eff=1.16), at high levels, with low levels of mortality, for 7 more days. ImageImage
Read 6 tweets
21 Nov
1/10 - USA. Nov 21 to 27- All states experience rise or surge in #COVID19. Very high levels of activity, with high to very high (by mid week) levels of mortality, for 7 more days.
8 states detailed in thread.
renkulab.shinyapps.io/COVID-19-Epide…
Powered by @ISG_UNIGE & @SDSCdatascience Image
2/10 - Massachusetts has not yet taken over control of its #COVID19 second wave (R-eff=1.08), with activity still increasing at high levels, with high to very high (by mid-week) levels of mortality, as foreseen in the 7 upcoming days. ImageImage
3/10 - Vermont which performed well in summertime, will be experiencing a rapid and worrying surge in its #COVID19 epidemic activity (R-eff=1.42), at high level, with medium levels of mortality, for 7 more days. ImageImage
Read 10 tweets
20 Nov
1/7 - “The World Health Organization has advised against prescribing the drug remdesivir to #COVID19 patients in hospital, casting further doubt on the effectiveness of the only antiviral approved to treat the disease.“ ft.com/content/cc8d2f…
2/7 - “An expert WHO panel said #Remdesivir, produced by Gilead, was “not suggested for patients admitted to hospital with #COVID19, regardless of how severely ill they are, because there is currently no evidence that it improves survival or the need for ventilation.”
3/7 - “Remdesivir was last month approved for use by the US Food and Drug Administration and it was one of the cocktail of drugs given to President Donald Trump when he contracted #COVID19.”
Read 7 tweets
20 Nov
1/9 - Switzerland - Nov 21 to 27 -
The peak of its #COVID19 2nd wave of new cases has been reached. Very high to foreseen alarming levels of mortality.
7 cantons detailed.
Data: zh.ch/de/politik-sta…
Dashboard: renkulab.shinyapps.io/COVID-19-Epide…
Powered by @ISG_UNIGE
& @SDSCdatascience
2/9 - Valais has taken over control (R-eff=0.51) of its #COVID19 second wave in terms of new cases, foreseen to be landing to its safety zone by Sunday Nov 22, still experiencing very alarming but decreasing levels of mortality, for 7 more days.
3/9 - Geneva has taken over control (R-eff=0.69) of its #COVID19 second wave, rapidly decreasing from high to medium levels of activity, and increasing with very alarming levels of mortality, for 7 more days.
Read 9 tweets
20 Nov
1/12 - “Sanna Marin, Finland’s prime minister [the country with the lowest number of cases in the EU] said that the public across Europe could blame governments for closing economies and hurting their wages and employment.” ft.com/content/aa8319…
2/12 - “This will cause protests more and more, and it’s a breeding ground for populist movements across Europe. When you’re closing an economy and people’s workplaces, it will cause political instability.”
3/12 - “Populists come with easy answers to difficult problems, but their solutions are rarely the right ones,” Finland’s PM Sanna Marin added.
Read 12 tweets

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