Hospitalization Data for Texas – April 08, 2021

Two weeks ago, we looked at the situation of hospitalizations in Texas, three weeks after Governor Abbott lifted all COVID19 restrictions in Texas, and as was noted, there was no rise in hospitalizations. Now another two weeks later, we’ll have a second look to see whether hospitalizations picked up or not. The data is again from the Texas Department of Health Services and current as of April 8, 2021.

Fig. 1 – Texas Total Lab-Confirmed COVID-19 hospitalization over time

Hospitalizations are much lower, but seem to have leveled off for now. So, it’s still don’t look to bad now and there is no sign of an uptick in hospitalizations so far, but lets still keep an eye on this situation and re-visit the data in two weeks.

Hospitalization Data for Texas – March 26, 2021

As you may recall, Texas Governor Greg Abbott lifted all COVID-19 restrictions in the State of Texas as of March 3, 2021. So, a bit more than three weeks into this, it’s time to have a first look at how the State of Texas is doing in terms of numbers. The data is from the Texas Department of Health Services and current as of March 26, 2021.

The green curve shows the situation in Texas statewide. While the blue, red and yellow curves show the situation in TSAs (Trauma Service Areas) Dallas/Fort Worth, San Antonio and Houston. I focused on these TSAs in previous posts, because they were the largest contributors in terms of total number of hospitalizations.

Fig. 1 – Texas Total Lab-Confirmed COVID-19 hospitalizations over time

That don’t look too bad so far. Let’s check back again a week from now.

So, How was Sweden doing in 2020?

On this blog all through 2020 I’ve been tracking the number of excess deaths recorded by statistics Sweden and for some part of the year, it looked like the number of deaths was around the same as the average of the years 2015-2019.

Now, it’s February 2021 and it’s a good moment to look at the whole year of 2020. The data is from Statistics Sweden at scb.se under Preliminär statistik över döda (Excel). The file is being updated regularly, I picked the one on Feb. 7, 2021:

Fig. 1 – Number of deaths per day Sweden

As we can see, towards the end of the year the number of deaths did increase again compared the the average of years 2015-2019.
These “excess” deaths are normally attributed by some people to the effects of COVID-19, however that is a stretch at this point and you’d have to look at other data to see whether this is actually the case here or whether there were also other factors contributing to a higher number of deaths in 2020 than in the average in years 2015 to 2019.

US Coronavirus Numbers – By State and Territory Dec 24, 2020

An update on the coronavirus situation in terms of hospitalizations and deaths in the United States, all 56 States and Territories. Data is from covidtracking.com and up-to-date as of December 24, 2020. Note, however, that due to holidays, reporting might be delayed.
First, overview of hospitalizations across the United States (large version is on Google Drive):

Data for most states shows a significant upward movement of hospitalizations. Most obvious increase happens in California and New York.

Second, overview of daily deaths across the United States (large version is on Google Drive):

And finally, the comparison of states as to the number of deaths due to COVID-19 per 100,000 inhabitants, as of Dec. 24, 2020:

US Coronavirus Numbers – By State and Territory Nov 16, 2020

An update on the coronavirus situation in terms of hospitalizations and deaths in the United States, all 56 States and Territories. Data is from covidtracking.com and accurate as of November 16, 2020.
First, overview of hospitalizations across the United States (large version is on Google Drive):

Data for most states shows a visible upward movement of hospitalizations.

Second, overview of daily deaths across the United States (large version is on Google Drive):

And finally, the comparison of states as to the number of deaths due to COVID-19 per 100,000 inhabitants:

US Coronavirus Numbers – By State and Territory Oct 18, 2020

An update on the coronavirus situation in terms of hospitalizations and deaths in the United States, all 56 States and Territories. Data is from covidtracking.com and accurate as of October 18, 2020.
First, overview of hospitalizations across the United States (large version is on Google Drive):

Second, overview of daily deaths across the United States (large version is on Google Drive):

And finally, the comparison of states as to the number of deaths due to COVID-19 per 100,000 inhabitants:

Hospitalization Data for Texas – October 12, 2020

An update of hospitalization data in Texas. The data source is Texas Department of Health Services and the data is as of Oct. 12, 2020.

The downward movement of the total number of hospitalizations had stopped approximately three weeks ago and started to go up again after that. It’s still going up:

Fig. 1 – Total hospitalizations in Texas Apr 12, 2020 – Oct 12, 2020

Let’s see whether this is a rise across all TSAs or whether there are local differences.
The three main contributing TSAs in terms of number of hospitalizations are still E- Dallas/Fort Worth, P – San Antonio and Q – Houston.
Houston after going down has leveled off. San Antonio also has leveled off too, but Dallas/Fort Worth is rising:

Fig. 2 – Hospitalizations in TSAs E, P, Q Apr 12, 2020 – Oct 12, 2020

So we might want to conclude that the increase in hospitalizations seems to be due to local increases.
Let’s look at the other TSAs, where previously, V- Lower Rio Grande Valley was the main contributor.

Fig. 3 – Hospitalizations in all TSAs except E, P, Q Apr 12, 2020 – Oct 12, 2020

V – Lower Rio Grande Valley continues to go down, but now I – El Paso and A – Amarillo are coming up with El Paso now having more hospitalizations than Lower Rio Grande Valley. Other are stable – with some fluctuations up or down.

This shows the same image as above: The increase in hospitalizations looks like it is local in three to four TSAs.

These were the absolute numbers of COVID19 hospitalizations, but how do these compare to the hospital capacity over time?

Fig. 3 – COVID19 hospitalizations compared to hospital capacity Apr 12, 2020 – Oct 12, 2020

It’s now slightly above 5%, at its peak it was slightly below 20%.

Hospitalization Data for Texas – September 26, 2020

This is the weekly update of hospitalisation data in Texas. As usual, the source of the data is Texas Department of Health Services and the data is as of Sep. 25, 2020.

The downward movement of total number of hospitalisations in Texas seems to have stopped and levelled off :

Fig. 1 – Total number of hospitalisations in Texas April 12, 2020 – September 25, 2020

The three main contributing TSAs (Trauma Service Areas) are still E – Dallas/Fort Worth, P – San Antonio and Q – Houston, but Houston has now less hospitalisations than Dallas/Fort Worth:

Fig. 2 – Hospitalisations in TSAs E, P, Q April 12, 2020 – September 25, 2020

E – Dallas/Fort Worth and P – San Antonio look like they are going up again, if only slightly. If this is a new trend remains to be seen.

Fig. 3 – Hospitalisations in all TSAs except E, P, Q April 12, 2020 – September 20, 2020

The main driver V – Lower Rio Grande Valley is still going down, but for most others it looks like the either are stable or are going slightly up.

Conclusion: The downtrend we saw last week did not continue and for the moment, numbers are stable. We’ll have to see which way this will go in the next week.

COVID19 Situation in the Americas

I couldn’t find much of an overview of how the COVID19 situation looks like in the Americas, so I gathered some numbers from Google/Wikipedia about deaths in the countries in North and South America. For the moment I left out a handful of Caribbean Islands, I’ll add them later on.

So which countries are doing well in terms of number of deaths in relation to the total number of inhabitants, and especially, where do the United States stand in comparison. The chart was made with R, and data from Google/Wikipedia, current as of Sep. 22, 2020:

This is to be taken with a grain of salt, however. I am pretty certain that the reporting standards and data quality differ vastly from one country to another (something to be researched). However, this is the picture you get, when you take the publicly available data from Google/Wikipedia.

US Hospitalisation & Deaths Numbers – State-by-State

I thought it would be nice to have a nice and quick visual presentation that shows, how the different states of the United States compare in terms of of COVID19 hospitalisations and deaths numbers, including D.C., Puerto Rico and US Territories. It’s been done with R and with data from covidtracking.com. The data is going up to Sep. 24, 2020:

There are larger version of these charts (4096x4096px) for viewing and download :

There’s also a chart comparing the deaths numbers of the 56 US states, territories and possessions, which also was made with R and data from covidtracking.com (date current until Sep. 24, 2020):