Thread by @jburnmurdoch

NEW: Fri 24 April update of coronavirus trajectories

Daily deaths
• Still too early to say if US has peaked
• Looks like UK has
• But descents look much slower than ascents
• Brazil 📈
• Successes in dark blue: Australia, Norway, Austria

Live charts ft.com/coronavirus-la…

Why do I say UK daily deaths may have peaked?

Here’s week-on-week change in daily deaths.

This gets rid of weekly reporting patterns and asks, are more people dying than at same point last week?

In UK, blue bars mean we’re now seeing *fewer* deaths than same day last week.

This set of charts remains good for tracking whether or not a country has reached its peak etc, but we’re now also tracking total excess mortality.

My colleague @ChrisGiles_ estimates UK excess deaths linked to covid far exceed daily reported numbers

https://twitter.com/ChrisGiles_/status/1253710920024555522

Now back to cumulative deaths:
• US death is highest worldwide and still rising fast
• Japan could soon pass S Korea
• UK curve still matching Italy’s
• Australia still looks promising

All charts: ft.com/coronavirus-la…

Daily new cases
• Russia & Brazil arcing upwards as outbreaks hit emerging market countries
• Not yet clear US cases have peaked
• New cases falling in countries that acted early: NZ, Aus, Norway, Austria
• Singapore now sloping upwards after initially keeping outbreak at bay

Cases in cumulative form:
• US curve beginning to taper?
• Turkey still battling a severe outbreak
• Japan has passed Korea’s total, Singapore has passed Japan’s curve: both show the danger of thinking a country has dealt with covid

All charts: ft.com/coronavirus-la…

Subnational region daily deaths:
• NY daily confirmed covid deaths now descending (we’re excluding nursing homes for consistency)
• Daily London deaths also appear to have peaked
• Most Western cities/regions now in plateau or decline phase

All charts: ft.com/coronavirus-la…

Subnational death tolls cumulatively:
• NY curve tapering, but has passed Lombardy for world’s highest subnational death toll

All charts: ft.com/coronavirus-la…

Covid outbreaks better understood at regional level than national; here are >100 regions:
• Rio de Janeiro 📈
• 35 US states now shown
• Stockholm peaking?
• Sicily, Sardinia, Balearics, Canaries all low curves: do islands fare better?

All charts: ft.com/coronavirus-la…

Small multiples for daily new deaths in countries:
• Norway locked down & Sweden didn’t; NOR daily death toll rose much more slowly than SWE
• Australia faring well
• In Europe, Austria, Denmark, Norway faring well
• New countries added

All charts: ft.com/coronavirus-la…

New daily cases in >80 countries:
• Adding more African and other emerging-market countries every day, today Nigeria
• Bangladesh 📈
• Early action in Aus & NZ may have turned corner 🇦🇺🇳🇿📉
• Watch as European countries ease lockdowns 👀

All charts: ft.com/coronavirus-la…

I talk a lot about whether or not peaks have been reached.

A good metric for this is hospitalisations:
• More reliable than confirmed cases (not influenced by testing regimes)
• Shorter lag than deaths

So here are some charts showing hospitalisations in various countries:

First, Italy:

Colour = phase of outbreak
• Red: more new hospitalisations every day than day before
• Orange: total hospitalisations rising, but rate of increase slowing
• Blue: fewer people in hospital than before

Almost all Italian regions now in "reduction" phase :-)

Next, Spain:
• Madrid now firmly in "reduction" phase, Catalonia fighting to get back into reduction
• I’ve removed other Spanish regions due to problems with their hospitalisation data

France:
• All regions beginning to see total occupancy fall, including former epicentres Ile de France & Grand Est

US:
• Hospitalisation data patchy from state to state
• NY, NJ & Louisiana all in the "reduction" phase, hospital bed occupancy dropping
• Connecticut on the path towards falling occupancy
• Dropped Colorado for data quality reasons

Great Britain:
• Hospitals in almost every region now have fewer covid patients than same time last week 👍
• Suggests UK is at or near peak for new confirmed infections, though UK testing still lagging, and care homes of course absent from this view

Stockholm:
• Sweden has not locked down like most places
• Data show Swedes moving around less than usual, but still plenty of socialising, closer to normal life than most countries
• But data show more people leaving hospital with covid than entering 📉

Belgium
• All regions now seeing falling hospital admissions 👍

Wrapping up: our focus has now shifted to tracking excess all-cause mortality (numbers of people dying for any reason at all) as we think this avoids pitfalls of different countries’ covid-death reporting methodologies.

So my call-out tonight is:

Please point me to data on all-cause mortality (total numbers of deaths from all causes) in your country, by week, up to and including recent weeks 🙏

Reply here, email [e-mail] or add a link to this spreadsheet: docs.google.com/spreadsheets/d…

Final bits:

Here’s a video where I explain why we’re using log scales, showing absolute numbers instead of per capita, and much more:

https://twitter.com/janinegibson/status/1244519429825802240

And a chart showing why we're using absolute numbers rather than population-adjusted rates:

https://twitter.com/jburnmurdoch/status/1249821596199596034

Please email [e-mail] with feedback, requests & subnational data.

All of these are invaluable, and we incorporate your suggestions and data every day.

We’ll keep getting back to as many people as possible.

Happy Friday night, folks :-)

And apologies for the delay tonight.

Some technical issues getting the data processed, but hopefully back to an earlier service from tomorrow onwards.