Will there be a fall surge?
Note: The graphics have a lot of white empty space, so they look terrible but I’m just trying to get this blog out.
I haven’t done this kind of blog in a while, largely because the data is kind of hard to read and all signs point to decreasing cases and hospitalizations. Except until yesterday or maybe a few days ago.
A point about the data
First a brief disclaimer about the data. The case numbers could be highly suspect as we don’t do testing as regularly anymore so people who may have a positive test may not be reporting such numbers to the government. So that would indicate cases numbers may be too low.
Or maybe not.
There is data related to wastewater but as far as I know, there are no raw data like the coronavirus where I can pull in the data to graphics.
There is hospitalization data that I do look at for the US and all signs point to improving hospitalization. The death rates appear to remain a steady 300-600 range, so definitely not zero but not at dire levels which was in thousands. In other words, coronavirus is pretty much here to stay with a relatively high level of death rates (relative to flu).
The American people seem to be okay with that.
USA: Cases, Deaths and Hospitalizations
Let’s first look at how it’s been looking like in the USA and the regions.
The graphics below, which I’ve expanded to full width for ease of viewing, clearly show that cases and deaths have been declining during the spring and summer after the huge spike in January/February. Very positive news.
Below is the hospitalization – again expanded to full width. I don’t know if you can see, but in the regional graph, the Northeast (the dark blue line) is showing signs of a rising hospitalization rate. It’s tiny but something to watch.
I have a series of hospitalization graphs for each of the regions where all of the states are shown.
Midwest
Hospitalizations going down in this region.
South
Ditto here: hospitalizations going down – even more so than the midwest.
West
No change here – hospitalizations going down. Wyoming and Montana might be a small exception. It is hard to tell at this point.
Northeast
Obviously, I saved the Northeast for the last because some states are showing obvious signs of increasing hospitalization. Maine and Vermont are standouts but I do believe Massachusetts, New Hampshire and Connecticut may not be far behind.
The question now is what can we expect for the fall? Now I don’t know but the experts fear that the fall will see rising hospitalizations because they are seeing the wastewater signs. Will it be as stressful as it was during January/February of this year? The experts don’t know. All they can do is surmise what could happen. It wouldn’t be surprising if hospitalization rises because people are no longer masking or doing social distancing and winter is coming. The holiday season is upon us.
All of those conditions tell us that yes, the cases and hospitalizations will rise but it may not be as bad.
Worldwide signs
Europe is showing signs of a rise. Up until one or two days ago, US and Japan stood at the top of a table of cases and then suddenly, Germany and France took top two spots. NEVER, in the entire duration of the pandemic has those two countries take the top spots. It was pretty much always the US until this past spring when Japan and South Korea took over. And then maybe in the past month or so, the US took top spot again.
Here are the tables:
Here’s the comparison of continents. Both graphs are the same with the exception that on the right-hand side, I highlighted the European line in yellow in the hopes of making it stand out better. Lately, there has been a faint rise in the curve. And the media has been noting the recent increase.
Here’s another view but with the top 10 individual European countries. There’s a lot going on here. I added a black line to sort of represent how I see the trends moving. The set of graphics on the left represent the entire pandemic from inception in 2020. The ones on the right have been truncated to the last 3 months so to strip out the overpowering January/February surge we can see better the more recent trends.
The bottom set of graphics are bar graphs depicting daily counts of all of the European countries. The upper set of graphics are line graphs where each line is one of the top 10 European countries (top 10 in daily moving average).
So, it looks like Europe is starting to surge, with Germany, France and Italy leading the way.
The experts say: where Europe goes, so goes the US. They are usually about a couple of weeks ahead of us.
Sources of Data
WORLD : Cases and deaths from Wikipedia website https://en.wikipedia.org/wiki/COVID-19_pandemic_by_country_and_territory
US and STATES : Five main sources of data are available – Wikipedia, COVID Tracking Project, CDC, JHU, and HHS
Wikipedia: Wikipedia has broken out their tables into four links, separating out the cases from deaths and separating out the years.
New Cases 2021: https://en.wikipedia.org/wiki/Template:2019–20_coronavirus_pandemic_data/United_States_medical_cases
New Cases 2020: https://en.wikipedia.org/wiki/Template:COVID-19_pandemic_data/United_States_daily_cases_in_2020
New Deaths 2021: https://en.wikipedia.org/wiki/Template:COVID-19_pandemic_data/United_States_daily_deaths
New Deaths 2020: https://en.wikipedia.org/wiki/Template:COVID-19_pandemic_data/United_States_daily_deaths_in_2020
COVID Tracking Project: The COVID Tracking Project was a collaborative effort of free labor overseen by The Atlantic. This project ended on 3/7/2021. The Atlantic’s COVID Tracking Project was provided under Common Creative license “CC BY-NC-4.0” and covered cases, deaths, hospitalization, and positivity, amongst other data.
API: https://covidtracking.com/api/v1/states/daily.csv
Table: daily
CDC: CDC has become a replacement for the COVID Tracking Project for me although the data will often come in a few days later. Hospitalization comes in a week later. I’m tracking cases, deaths, hospitalization, and positivity.
Centers for Disease Control and Prevention, COVID-19 Response. COVID-19 Case Surveillance Public Data Access, Summary, and Limitations
Table: rows
API:
Cases and deaths: https://data.cdc.gov/api/views/9mfq-cb36/rows.csv
Hospitalization: https://beta.healthdata.gov/api/views/g62h-syeh/rows.csv (Good data doesn’t start until about 7/15/2020)
Testing: https://beta.healthdata.gov/api/views/j8mb-icvb/rows.csv
Positivity: https://beta.healthdata.gov/api/views/j8mb-icvb/rows.csv
John Hopkins University (JHU): I rarely show these sets of data; I mostly use Wikipedia or CDC but sometimes I like to reference the JHU.
Please cite our Lancet Article for any use of this data in a publication (link)
Provided by Johns Hopkins University
Center for Systems Science and Engineering (JHU CSSE):
https://systems.jhu.edu/
Terms of Use:
1. This data set is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0) by the Johns Hopkins University on behalf of its Center for Systems Science in Engineering. Copyright Johns Hopkins University 2020.
2. Attribute the data as the “COVID-19 Data Repository by the Center for Systems Science and Engineering (CSSE) at Johns Hopkins University” or “JHU CSSE COVID-19 Data” for short, and the
url: https://github.com/CSSEGISandData/COVID-19.
3. For publications that use the data, please cite the following publication: “Dong E, Du H, Gardner L. An interactive web-based dashboard to track COVID-19 in real time. Lancet Inf Dis. 20(5):533-534. doi: 10.1016/S1473-3099(20)30120-1”
Website https://github.com/CSSEGISandData/COVID-19
HHS: Hospitalization data for US – can be US level, state level or county level
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