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Juliette O'Brien
@juliette_io
Data journalist / Making https://t.co/2m0FsbzSYp #covid19aus / Author 'This is Gail' / Advocacy & family @COBLH / DM for Signal
6 subscribers
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Jan 4, 2022
β’
11 tweets
β’
3 min read
How many people are in NSW hospitals *with* Covid but not *for* Covid?
The Daily Telegraph says it's 40-50% of patients
I have data from 2 major hospitals that tell a different story
π§΅
1/9
#covid19aus
#covid19nsw
#COVID19
I asked clinicians from 4 big hospitals for an analysis of a random sample of currently admitted Covid patients
2 could helpπ
Both had very similar breakdowns:
~76-80% of Covid patients admitted *for* Covid illness
~20-24% admitted *with* Covid but for something else
2/9
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Dec 31, 2021
β’
6 tweets
β’
2 min read
π¨ Those NSW hospitalisation numbers are >24 hrs behind and the situation is changing fast
ICU / ventilation increases this morning:
63 / 19 - NSW Health tweet 1
69 / 19 - NSW Health tweet 2
78 / 24 - Patient Flow Portal early AM
80 / 28 - PFP 10.20AM
#covid19aus
#COVID19nsw
So from 8PM last night to mid-morning today ...
ICU patients have increased 16%
Ventilated patients have increased 47%
It is a huge jump
Both Omicron and Delta are circulating widely and feeding these numbers
*There are people with both variants in ICU*
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Dec 29, 2021
β’
7 tweets
β’
3 min read
NSW has deflected responsibility for the massive pressures on the pathology system by focusing public attention on QLD's tourism testing
But in fact sheer case load is also a major factor affecting the testing system's capacity
Quickπ§΅1/6
#covid19aus
#covid19nsw
#CovidTesting
Prof Dwyer has confirmed NSW pathology labs use the 'pooling' process outlined by the Reddit thread
Pooling is supposed to help the system process large numbers of samples
Eg. Test 4 samples as a group
Negative? Move on
Positive? Go back and test each sample individually
2/6
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Oct 12, 2021
β’
16 tweets
β’
3 min read
π§ NSW LGAs late-night monster wrap π»
NSW as 3 diff outbreaks:
1.
Southwest / West Syd: +162 = 4414 (-51%)
2.
Rest of Greater Sydney: +50 = 1513 (-56%)
3.
Regional NSW: +137 = 3064 (+36%)
Data: Cases today = 14-day sum (% 14-day change)
LGA details π
#covid19nsw
#covid19aus
Regional NSW -
π Central Coast: +20 = 410 (10%) π
π Illawarra Shoalhaven: +31=851 (-3%) π
Kiama: +0 = 3 (-84%)
Shellharbour: +14 = 153 (-21%)
Shoalhaven: +3 = 121 (55%)
Wollongong: +14 = 574 (-2%)
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Oct 12, 2021
β’
13 tweets
β’
3 min read
π§ VIC LGAs late-night monster wrap π»
VIC as 3 different outbreaks:
1.
North/West Metro: +867 = 13,050 (+82%)
2.
Rest of Metro: +479 = 6,670 (+352%)
3.
Regional VIC: +110 = 1,190 (+441%)
Data: Cases today = 14-day sum (% 14-day change)
LGA detailsπ
#COVID19Vic
#covid19aus
1.
North/West Metro (original growth areas) -
π North Melbourne: +511=7807 (50%) π
Banyule: +24=325 (102%)
Darebin: +53=686 (144%)
Hume: +203=3589 (17%) π
Moreland: +63=1135 (46%)
Nillumbik: +6=85 (325%)
Whittlesea: +162=1987 (116%)
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Oct 7, 2021
β’
7 tweets
β’
3 min read
Waiting to hear back from
@healthgovau
media about Commonwealth hotspots expiring last night for 38 LGAs in VIC
Seems they're going to let the hotspots lapse in VIC, NSW, ACT
Here's a look at the very diff circumstances in each state
#covid19aus
#covidvic
#covid19nsw
1.
VIC
Current hotspot declaration: 5 Aug - 7 Oct
Cases: 1,322 daily in Metro (7-day avg)
Vax: 55.6% 2 dose
*Shading = days covered by Commonwealth hotspots declaration
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Oct 7, 2021
β’
19 tweets
β’
3 min read
π§ NSW LGA dataset updated today after yday was skipped
NSW as 3 different outbreaks - I've made a change to this summary based on feedback (ty
@k_eagar
)
Central Coast / Illawarra Shoalhaven moved from Greater Sydney to regional NSW. This means ...
#covid19nsw
#covid19aus
The perspective on growth in Greater Syd changes - growth in last 2 weeks has slowed nearly as much as it has in SW/W
π§ SW/W: +259 = 5782 (-48%)π₯³
π§ Rest of Greater Syd: +87 = 2158 (-45%)π₯³
π§ Regional NSW: +183 = 3073 (+74%)π€¨
*+Cases today = 14-day sum (14-day change %)
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Oct 6, 2021
β’
14 tweets
β’
4 min read
π§VIC LGA monster wrap π€
Cases in last 14 days V. previous 14 days
1.
North / West Metro: +94% (but growth slowing)
2.
Rest of Metro: +344% (growth stable)
3.
Regional VIC: +489% (growth speeding up)
covid19data.com.au/victoria-lgas-β¦
#CovidVic
#covid19vic
#COVID19Aus
1/14. Chart: Hume
Region summary -
π Inner North / West: +194=2481 (82%)
π Outer North / West: +655=8067 (99%)
π Inner Melbourne: +85=945 (234%)
π Rest of Inner Metro : +145=1184 (329%)
π Rest of Outer Metro Melbourne: +256=2140 (432%)
[+Cases today=Cases last 14 days (14-day change %)]
2/
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Sep 28, 2021
β’
18 tweets
β’
3 min read
NSW LGA monster wrap π»
NSW as 3 different outbreaks - How do cases in the last 14 days compare with previous 14 days?
1.
Southwest/Western Sydney: -34%
2.
Rest of Greater Sydney: +14%
3.
Regional NSW: +48%
LGA details below π
#covid19nsw
#covid19aus
1.
SW/W ...
π Western Sydney: +189=3826 (-39%) π₯³
Blacktown: +56 = 1450 (-26%)
Cumberland: +64 = 1389 (-51%)
Parramatta: +22 = 377 (-38%)
Penrith: +47 = 610 (-30%)
*How to read the data: +Cases today = Last 14 days (14-day change %)
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Sep 27, 2021
β’
7 tweets
β’
3 min read
Re: Testing positivity rates in NSW / VIC / ACT
Testing in NSW is falling - but so is the positivity rate
3 weeks ago, NSW was testing ~130,000 ppl/day. Positivity reached 1.1%
Today, NSW testing just under 120,000 / day.* Positivity: 0.83%
#covid19aus
#covid19nsw
#COVID19Vic
*I calculate the positivity rate by:
% = 7-day avg tests / 7-day avg cases
I think this smoothed rate is slightly more reliable than a daily rate
It shows the trend and eliminates factors like daily volatility, weekend effect, possibly mismatched numerators/denominators
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Sep 26, 2021
β’
17 tweets
β’
3 min read
NSW LGA monster wrapπ»
NSW as 3 different outbreaks: How do cases in the last 14 days compare with previous 14 days?
1.
SW/W: -29% (daily cases shrinking)
2.
Rest of Greater Syd: +25% (daily cases growing)
3.
Regional NSW: +24% (daily cases growing)
#covid19nsw
#covid19aus
Where daily cases are growing, is growth getting faster or slower?
Rest of Greater Sydney: Slower
14-day % change over the last week ...
+101%
+94%
+81%
+70%
+59%
+47%
+36%
+25%
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Sep 25, 2021
β’
7 tweets
β’
2 min read
π΅ VIC LGA monster π» wrap
Looking at VIC as 3 different outbreaks -
North/West: +679=6497 (πΊ164%)
Rest of metro: +121=1090 (πΊ237%)
Regional VIC: +29=163 (πΊ87%)
Data key:
+ Cases today = 14-day sum (14-day change %)
covid19data.com.au/victoria-lgas-β¦
#covid19vic
#covid19aus
π North/West
Brimbank: +56=354 (105%) π
Darebin: +29=241 (39%)
Hobsons Bay: +11=195 (-11%) π
Hume: +337=2839 (40%) π
Maribyrnong: +2=48 (29%)
Melton: +44=300 (75%)
Moonee Valley: +18=187 (43%)
Moreland: +49=762 (-12%) π
Whittlesea: +74=783 (54%)
Wyndham: +32=580 (16%)
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Sep 25, 2021
β’
6 tweets
β’
3 min read
Vaccine leaderboards
First doses -
π¦πΊ Australia: 75.4% (+0.6%)
ACT: 85.9% (+0.9%) (π more on this below )
NSW: 85.2% (+0.5%)
VIC: 76.9% (+0.6%)
TAS: 74.3% (+0.6%)
SA: 65.6% (+0.5%)
NT: 64.9% (+0.4%)
QLD: 63.4% (+1.2%)
WA: 63.0% (+0.6%)
1/5
#covid19aus
#COVID19Vic
#COVID19nsw
Full vax -
π¦πΊ Australia: 50.9% (+0.8%)
ACT: 60.3% (+0.8%)
NSW: 59.2% (+1.4%)
TAS: 55.7% (+0.6%)
NT: 50.7% (+0.7%)
SA: 47.1% (+0.6%)
VIC: 47.0% (+0.4%)
WA: 44.5% (+0.6%)
QLD: 44.5% (+0.5%)
2/5
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Sep 24, 2021
β’
13 tweets
β’
4 min read
β«οΈ NSW LGAs monster wrap π»
State summary -
Southwest / West Sydney: +601 = 11,102 ( -17%)π
Rest of Greater Sydney: +370 = 4,965 (πΊ59%)
Regional NSW: +79 = 779 (πΊ5%)
Data key:
+ Cases today = 14-day sum (+/- 14-day change %)
covid19data.com.au/nsw-lgas-cases
#covid19nsw
#covid19aus
1.
Southwest / West Sydney -
π Western Sydney: +261=4739 (-27%) π
Cumberland: +87 = 1831 (-42%) πβοΈ
Parramatta: +30 = 451 (-27%)
Penrith: +46 = 684 (-21%)
Blacktown: +98 = 1770 (-5%) π
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Sep 24, 2021
β’
7 tweets
β’
3 min read
π΅ VIC LGAs monster wrap π»
Summary -
North-West: +549=6202 (πΊ192%)
Rest of Metro: +135=1002 (πΊ246%)
Regional VIC: +26=145 (πΊ67%)
Data key: +Net cases today = 14-day sum (+/- 14-day change %)
covid19data.com.au/victoria-lgas-β¦
#covid19vic
#covid19aus
(Chart: Hume π)
π North-West LGAs -
Brimbank: +34=317 (64%)
Darebin +24=233 (22%)
Hobsons Bay: +21=198 (4%)
Hume: +237=2667 (31%) π
Maribyrnong: +5=48 (53%)
Melton: +31=263 (68%)
Moonee Valley: +27=177 (33%)
Moreland: +42=798 (-18%) π
Whittlesea: +68=748 (56%) π
Wyndham: +38=570 (32%)
Save as PDF
Sep 23, 2021
β’
12 tweets
β’
2 min read
π§ VIC LGA Monster wrap π»(New!)
π 1. VIC as 3 outbreaks - overview
π 14-day change
North / West Melb: +215%
Rest of Metro: +247%
Regional: +31%
π€§ Cases (Today = Last 14 days)
North / West Melb: +606=5,946
Rest of Metro: +114=905
Regional: +19=126
#covid19vic
#covid19aus
π 2. North / West Melbourne - LGAs
π 14-day change
Brimbank: 88%
Casey: 98%
Darebin: 20%
Hobsons Bay: -16%
Hume: 38%
Maribyrnong: 9%
Melton: 35%
Moonee Valley: 9%
Moreland: -14%
Whittlesea: 56%
Wyndham: 44%
Save as PDF
Sep 23, 2021
β’
26 tweets
β’
5 min read
π§Late-night NSW LGA monster wrap is back!π»
This one is proper late ... by 2 weeks!
To the loyal monster wrappers, pls forgive me π
It desperately needed improvements and automations (it was really manual)
Here's how it's improved ...
#covid19aus
#COVID19Vic
#COVID19nsw
1.
I now think of NSW and VIC as 3 separate outbreaks each, so the wrap is built around that breakdown:
- High-growth regions / corridors
- Rest of metro
- Regional
Note, this means some of the 'LGAs of concern' have been separated into diff regions (e.g. Burwood > inner west)
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Sep 5, 2021
β’
17 tweets
β’
4 min read
So many numbers swirling around this weekend about NSW hospitalisation rates
3 big questions:
1.
What on earth is the hospitalisation rate in NSW?
2.
How is it calculated?
3.
Should Hospital In The Home (HITH) be included?
Let's go into the weedsπ±
#covid19aus
#covid19nsw
Q1 - What's the hospitalisation rate in NSW?
The NSW Surveillance Report now tells us this in black and white (it just added this new piece of info last week)
In the most recent report (data to Aug 21), it says it's 11%
Two things to know about this ...
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Sep 3, 2021
β’
9 tweets
β’
3 min read
'case numbers will be higher, but the rate of hospitalisation will be much lower'
We're hearing this a lot. Is it happening yet? Are vaccines having a positive effect on hospitalisations?
The UK is a good example. This is what we want to see -
#covid19nsw
#covid19aus
#covidvic
Black dotted line = new cases
Blue solid line = hospitalisations
See how the blue curve stays low in the most recent wave, decoupling from cases in May?
'Decoupling' is the newest word in the data nerd lexicon, h/t
@normanswan
@teegstar
π€
Save as PDF
Sep 1, 2021
β’
23 tweets
β’
4 min read
π§NSW LGA monster wrap π» Cases
π = progress
π = big % changes + unlinked cases
β«οΈ State wrap
π¦ Cases - Last 14 days, +today
π 12 LGAs of Concern: 10734, +932
π Western NSW: 582, +31
π Rest of Greater Sydney: 1515, +27
π Hunter New England: 44, +6
#covid19nsw
#covid19aus
π Mid/North Coast: 1,+0
π Southern NSW: 3,+0
πUnder Investigation - Total, +today
π 12 LGAs of Concern: 10872,+645
π Western NSW: 368,+9
π Rest of Greater Sydney: 1122,+41
π Hunter New England: 78,+1
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Aug 31, 2021
β’
6 tweets
β’
2 min read
NSW Premier said today the rate of hospitalisation is about 5.5%. She has previously said it was about 5%
Either way, this is artificially low because of the way NSW defines active cases
Short π§΅-
1/6
#covid19nsw
#COVID19Aus
Today, NSW reports 17,999 active cases
That's the sum of approx. last *30 days* of cases
There are 871 people in hospital
= 4.8% hospitalisation rate
In contrast ...
2/6