Stephen Connolly Profile picture
Jan 4, 2022 12 tweets 5 min read Read on X
Since Conor is gone I thought I'd set up a bot to generate graphs of hospital admissions for Ireland from the Geohive data... so as an FYI wer are still less than half the level of hospitalization at the peak of 2021. Roughly similar to 2020's peak @EwanMacKenna @RealEddieHobbs
If we keep a running total (light blue) of the Covid admissions and discharges we see that the numbers in hospital seem to have about 50% admissions of Covid positive and 50% covid detected post admission, also appears to be some recovery but still in hospital during 2021?
In case it's non-obvious why I'm saying 50% tested positive after admission, it's these Oct 2020 and Jan 2021 differences between the dark blue curve (total in hospital) and the light blue curve (running sum of admissions with Covid minus discharges with Covid)
That the light blue line doesn't go back to 0 is because those people were not discharged while Covid positive
If we plot a different running sum, this time light blue is the discharges while covid positive and purple is the sum of new covid cases minus discharges. We are missing data on discharges from April 2021 to July 2021, but we can say something from this graph
During the Dec 2020-Apr 2021 wave, about 800 people were discharged while still Covid positive. This current wave, however, we have been able to keep those people in hospital after they have recovered from Covid... unclear if that is because Covid was incidental or not...
Here's admissions with a confirmed covid positive as a fraction of all new covid positives in hospital, this seems to be running about 70% but has been trending down towards 50% since November
Here's the graph for ICU, which thankfully seems to be trending downward in the current wave and we are less than half the levels we saw during the Dec 2020-April 2021 wave... that would seem to be good news
Here's another interesting graph. This is the percentage of hospitalized cases that are in ICU, which seems to have lowered significantly. There could be many reasons but given we have approx 300 ICU beds and only 1/3rd of them are Covid positive, probably not ICU pressure
Here's lab positives... today is 20154 on the back of 35402 tests
Here is the percentage of tests showing pcr positive. I think this may provide an explanation of the plateau of around 4k positives that we were seeing since Nov 11th... essentially it may just be that the number of tests done exactly rose at a rate to keep positive count at 4k!
These graphs are setup now to update at 4:10pm every day and you can find them at github.com/stephenc/2021-… which will always have the latest graphs (though it is dependent on how often geohive gets updated)

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More from @connolly_s

Jun 20, 2025
I see @duolingo didn’t practice “never deploy to production on a Friday”. They’ve managed to break all family plans. My wife is very very annoyed at having lost her ad free experience.

Any ETA on restoration? (hopefully not a case of disgruntled ex-employee on their way out!) Image
Read 20 tweets
Sep 15, 2022
Ireland 🇮🇪 PCR lab tests 2022-09-15

• Positives ↓25 to 271
• Tests ↓280 to 2628
• Positivity ↑0.1 to 10.3%

• Antigen data not currently available

• PROJECTED total ↓128 to 710

NOTE: Projection based on recent historical ratio PCR:Antigen of 1:1.618
Ireland 🇮🇪 Covid Hospital general 2022-09-15

• Occupancy with +ve ↑3 to 236
• Admission with +ve ↑5 to 19
• Post admission +ve ↑6 to 17
Ireland 🇮🇪 Covid Hospital ICU 2022-09-15

• Occupancy with +ve ↑1 to 14
• Admissions with +ve ↑1 to 2
Read 11 tweets
Sep 14, 2022
Ireland 🇮🇪 Antigen update thread

Another week another update of the antigen figures
Ireland 🇮🇪 PCR lab tests 2022-09-08

• Positives ↓40 to 287
• Tests ↓408 to 2745
• Positivity ↑0.1 to 10.5%

• Antigen +ve ↓81 to 415

• Total ↓121 to 702

Compare with
Ireland 🇮🇪 PCR lab tests 2022-09-09

• Positives ← at 287
• Tests ↓424 to 2321
• Positivity ↑1.9 to 12.4%

• Antigen +ve ↑19 to 434

• Total ↑19 to 721

Compare with
Read 9 tweets
Sep 14, 2022
Ireland 🇮🇪 PCR lab tests 2022-09-14

• Positives ↑22 to 283
• Tests ↑72 to 2635
• Positivity ↑0.6 to 10.7%

• Antigen +ve ↓99 to 542

• Total ↓77 to 825
Ireland 🇮🇪 Covid Hospital general 2022-09-14

• Occupancy with +ve ↓24 to 233
• Admission with +ve ↓4 to 14
• Post admission +ve ↓1 to 11

NOTE: Occupancy is now the lowest it has been for 11 days since 2022-09-03 when it was 232
Ireland 🇮🇪 Covid Hospital ICU 2022-09-14

• Occupancy with +ve ← at 13
• Admissions with +ve ← at 1
Read 10 tweets
Sep 13, 2022
Ireland 🇮🇪 PCR lab tests 2022-09-13

• Positives ↑75 to 249
• Tests ↑59 to 2241
• Positivity ↑3.1 to 11.1%

• Antigen data not currently available

• PROJECTED total ↑187 to 621

NOTE: Projection based on recent historical ratio PCR:Antigen of 1:1.494 ImageImageImageImage
Ireland 🇮🇪 Covid Hospital general 2022-09-13

• Occupancy with +ve ↓7 to 257
• Admission with +ve ↑2 to 18
• Post admission +ve ↓4 to 10 ImageImageImage
Ireland 🇮🇪 Covid Hospital ICU 2022-09-13

• Occupancy with +ve ← at 13
• Admissions with +ve ↓1 to 1 ImageImage
Read 10 tweets
Sep 13, 2022
Remember folks, science can *never* prove something is true, it can only prove something is false, and like Sherlock, whatever is left standing must be true (until we prove even that false)
@1000Frolly is saying that the data proves a hypothesis false… I see science at work
And if you want to explore some of the ways data can support @1000Frolly claiming a hypothesis is false, I suggest you have a look at the radiosonde data. Plot molar density against pressure and explain how you always get two linear regions (and sometimes a third)…
Also remember that the hypothesis @1000Frolly is claiming is false specifically requires that molar density vs pressure will be non linear as it critically relies on the absence of thermodynamic equilibrium vertically in the atmosphere, so linear regions are completely counter
Read 4 tweets

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