Posts Tagged ‘COVID-19 statistics’

So finally got done with the busy period at work. So I decided to update the Covid-19 graphs. Basically we get to see the results of the Omicron wave.

I have decided to replace the cases graphs with hospitalizations graphs. The hospitalizations data is from the HHS.

The reported deaths data continues to be from the New York Times.

Data Source – New York Times github

Data Info – New York Times data info

Regions:

East North Central: Illinois, Indiana, Michigan, Ohio, and Wisconsin

East South Central: Alabama, Kentucky, Mississippi, and Tennessee

Middle Atlantic: Delaware, New Jersey, New York, and Pennsylvania

Mountain: Arizona, Colorado, Idaho, Montana, Nevada, New Mexico, Utah, and Wyoming

New England: Connecticut, Maine, Massachusetts, New Hampshire, Rhode Island, and Vermont

Pacific: Alaska, California, Hawaii, Oregon, and Washington

South Atlantic: Florida, Georgia, Maryland, North Carolina, South Carolina, Virginia, West Virginia, District of Columbia, Puerto Rico, Northern Mariana Islands, and Virgin Islands

West North Central: Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, and South Dakota

West South Central: Arkansas, Louisiana, Oklahoma, and Texas

United States graphs:

Regional charts:

And finally the regional comparison chart:

Seems like there is some optimism that at least the worst is over with the vaccines, better treatments, combined with natural immunity. As far as updates, I will say they are going to be infrequent now, basically when I feel like doing it (which will be if I think there is anything interesting to find).

Until next time.

Before I show the updated graphs, a couple of notes. First, even with all the news surrounding the Omicron variant, Delta is certainly still the dominant strain in the United States. Second, it is too early to tell what the impacts of Omicron will be. It almost certainly is more infectious. But the relative virulence is not yet known. It does seem while the vaccines may not be as effective in preventing absolute infection, it still provides solid protection against severe disease.

Data Source – New York Times github

Data Info – New York Times data info

Regions:

East North Central: Illinois, Indiana, Michigan, Ohio, and Wisconsin

East South Central: Alabama, Kentucky, Mississippi, and Tennessee

Middle Atlantic: Delaware, New Jersey, New York, and Pennsylvania

Mountain: Arizona, Colorado, Idaho, Montana, Nevada, New Mexico, Utah, and Wyoming

New England: Connecticut, Maine, Massachusetts, New Hampshire, Rhode Island, and Vermont

Pacific: Alaska, California, Hawaii, Oregon, and Washington

South Atlantic: Florida, Georgia, Maryland, North Carolina, South Carolina, Virginia, West Virginia, District of Columbia, Puerto Rico, Northern Mariana Islands, and Virgin Islands

West North Central: Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, and South Dakota

West South Central: Arkansas, Louisiana, Oklahoma, and Texas

Here are the countrywide charts:

Regional charts:

And finally the regional comparison charts:

I am coming up against my busy season at work, so it may be couple of months before I get a chance to update these again.

Updating the graphs again.

One thing that is occurring to me that at some point the tracking of cases may lose value as the number of vaccinated and other immunity builds and as treatments become available changes in the numbers of cases will become less of a true predictor of future hospitalizations and deaths. Or at the very least such a small percentage of cases will become hospitalizations/deaths that it won’t matter as much. The only true end game is that Covid-19 will transition from pandemic to endemic at which point there will likely still be patterns in increases and decreases of cases, just in a relatively predictable manner.

But for now I think I will continue to chart those. It does look like an increase in reported cases is beginning again, likely as part of the winter season (increases are primarily in the northern portions of the country). Reported deaths is slightly decreasing countrywide, with it stagnant in most regions with a big decreases mostly in southern regions.

Data Source – New York Times github

Data Info – New York Times data info

Regions:

East North Central: Illinois, Indiana, Michigan, Ohio, and Wisconsin

East South Central: Alabama, Kentucky, Mississippi, and Tennessee

Middle Atlantic: Delaware, New Jersey, New York, and Pennsylvania

Mountain: Arizona, Colorado, Idaho, Montana, Nevada, New Mexico, Utah, and Wyoming

New England: Connecticut, Maine, Massachusetts, New Hampshire, Rhode Island, and Vermont

Pacific: Alaska, California, Hawaii, Oregon, and Washington

South Atlantic: Florida, Georgia, Maryland, North Carolina, South Carolina, Virginia, West Virginia, District of Columbia, Puerto Rico, Northern Mariana Islands, and Virgin Islands

West North Central: Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, and South Dakota

West South Central: Arkansas, Louisiana, Oklahoma, and Texas

Here are the countrywide charts:

Regional charts:

And finally the regional comparison charts:

Next update in a month or so.

Updating the graphs again. Looks like in terms of cases, while reported cases are generally down, it does look like that is varying region to region (where there are sharp decreases in some regions, others are more stagnant). With the lag, it looks like where cases were peaking last time, now it looks like in general reported deaths are peaking and even starting to fall this time.

Data Source – New York Times github

Data Info – New York Times data info

Regions:

East North Central: Illinois, Indiana, Michigan, Ohio, and Wisconsin

East South Central: Alabama, Kentucky, Mississippi, and Tennessee

Middle Atlantic: Delaware, New Jersey, New York, and Pennsylvania

Mountain: Arizona, Colorado, Idaho, Montana, Nevada, New Mexico, Utah, and Wyoming

New England: Connecticut, Maine, Massachusetts, New Hampshire, Rhode Island, and Vermont

Pacific: Alaska, California, Hawaii, Oregon, and Washington

South Atlantic: Florida, Georgia, Maryland, North Carolina, South Carolina, Virginia, West Virginia, District of Columbia, Puerto Rico, Northern Mariana Islands, and Virgin Islands

West North Central: Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, and South Dakota

West South Central: Arkansas, Louisiana, Oklahoma, and Texas

Here are the countrywide charts:

Regional charts:

And finally the regional comparison charts:

Next update in a month or so.

Updating the graphs again. Generally speaking, the bad news as I thought might happen, reported deaths are now trending back upwards. If there is a glimmer of good news, it looks like maybe reported cases are peaking.

Data Source – New York Times github

Data Info – New York Times data info

Regions:

East North Central: Illinois, Indiana, Michigan, Ohio, and Wisconsin

East South Central: Alabama, Kentucky, Mississippi, and Tennessee

Middle Atlantic: Delaware, New Jersey, New York, and Pennsylvania

Mountain: Arizona, Colorado, Idaho, Montana, Nevada, New Mexico, Utah, and Wyoming

New England: Connecticut, Maine, Massachusetts, New Hampshire, Rhode Island, and Vermont

Pacific: Alaska, California, Hawaii, Oregon, and Washington

South Atlantic: Florida, Georgia, Maryland, North Carolina, South Carolina, Virginia, West Virginia, District of Columbia, Puerto Rico, Northern Mariana Islands, and Virgin Islands

West North Central: Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, and South Dakota

West South Central: Arkansas, Louisiana, Oklahoma, and Texas

Here are the countrywide charts:

Here are the regional charts:

And finally the regional comparison charts:

Back in a month or so.

Now for the updated graphs. Bottom line is overall reported cases are going back up and at a pretty good clip. Reported deaths are still flat to going slightly up. Hopefully with the most vulnerable vaccinated, they don’t quite follow as closely at case, but it won’t surprise me if they start going up just based on the sheer volume of number of cases.

Data Source – New York Times github

Data Info – New York Times data info

Regions:

East North Central: Illinois, Indiana, Michigan, Ohio, and Wisconsin

East South Central: Alabama, Kentucky, Mississippi, and Tennessee

Middle Atlantic: Delaware, New Jersey, New York, and Pennsylvania

Mountain: Arizona, Colorado, Idaho, Montana, Nevada, New Mexico, Utah, and Wyoming

New England: Connecticut, Maine, Massachusetts, New Hampshire, Rhode Island, and Vermont

Pacific: Alaska, California, Hawaii, Oregon, and Washington

South Atlantic: Florida, Georgia, Maryland, North Carolina, South Carolina, Virginia, West Virginia, District of Columbia, Puerto Rico, Northern Mariana Islands, and Virgin Islands

West North Central: Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, and South Dakota

West South Central: Arkansas, Louisiana, Oklahoma, and Texas

Here are the countrywide charts:

Here are the regional charts:

And finally the regional comparison charts:

See in you all in a month or so.

Hey all, updating the graphs again.

Looks like over the last month reported cases have continued to fall, though the decreases may be stalling out (could be the result of the Delta variant?). Reported deaths have also continued to fall to pretty low levels. The vaccines are working, and I believe will continue to get better results if we can get more people vaccinate (to that end, I think we need to be looking for solutions to make vaccination as easy as possible…not sure just encouragement is going to get the job done).

Data Source – New York Times github

Data Info – New York Times data info

Regions:

East North Central: Illinois, Indiana, Michigan, Ohio, and Wisconsin

East South Central: Alabama, Kentucky, Mississippi, and Tennessee

Middle Atlantic: Delaware, New Jersey, New York, and Pennsylvania

Mountain: Arizona, Colorado, Idaho, Montana, Nevada, New Mexico, Utah, and Wyoming

New England: Connecticut, Maine, Massachusetts, New Hampshire, Rhode Island, and Vermont

Pacific: Alaska, California, Hawaii, Oregon, and Washington

South Atlantic: Florida, Georgia, Maryland, North Carolina, South Carolina, Virginia, West Virginia, District of Columbia, Puerto Rico, Northern Mariana Islands, and Virgin Islands

West North Central: Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, and South Dakota

West South Central: Arkansas, Louisiana, Oklahoma, and Texas

United States Graphs:

Region Charts:

And finally here are the region comparison charts:

Happy Independence Day everyone. See ya in a month or so.

With a little delay I am updating the charts again.

First, reported case numbers are really declining nicely. This should start showing up in the reported death numbers really soon. In fact I believe some of why it is not is because of reporting artifacts. I was able to find one and adjust for Maryland where they went back and updated their counts for 517 additional deaths. Oklahoma also had something like that, but they declined to differentiate how may of their reported counts were for catch up and how much actually were new for the week, so I decided not to adjust. Look like to me there may have been a couple of other instances.

Also with the improving numbers, I believe I am going to cut back these updates to once a month rather than every two weeks.

Without further ado, here are the updated charts:

Data Source – New York Times github

Data Info – New York Times data info

Regions:

East North Central: Illinois, Indiana, Michigan, Ohio, and Wisconsin

East South Central: Alabama, Kentucky, Mississippi, and Tennessee

Middle Atlantic: Delaware, New Jersey, New York, and Pennsylvania

Mountain: Arizona, Colorado, Idaho, Montana, Nevada, New Mexico, Utah, and Wyoming

New England: Connecticut, Maine, Massachusetts, New Hampshire, Rhode Island, and Vermont

Pacific: Alaska, California, Hawaii, Oregon, and Washington

South Atlantic: Florida, Georgia, Maryland, North Carolina, South Carolina, Virginia, West Virginia, District of Columbia, Puerto Rico, Northern Mariana Islands, and Virgin Islands

West North Central: Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, and South Dakota

West South Central: Arkansas, Louisiana, Oklahoma, and Texas

United States Graphs:

Regional Charts:

And finally the regional comparison charts:

See you all at the end of June.

Hey all. First, on a personal note, I received my second Covid-19 vaccination shot on Thursday. For me, it (this is the Moderna vaccine) definitely packed more of a punch than the first one as I definitely had more side effects. Basically it was like a minor short-run flu (fatigue, chills, fever…but not as bad as a full-fledged flu and also only lasting a few hours), to go along with the same sore arm as I had last time. But overall it wasn’t that bad and I think it will definitely be worth the benefits.

Second, a couple of housekeeping notes in regards to the data. New Jersey subtracted a bunch of duplicate reported cases on 4/27 while West Virginia subtracted reported deaths on 4/26 and I have adjusted for that in the graphs.

In regards to the graph trends, reported deaths are holding stubbornly steady overall. However reported cases are declining and I expect that once the lag period works it way through the reported deaths will follow in a few weeks.

Data Source – New York Times github

Data Info – New York Times data info

Regions:

East North Central: Illinois, Indiana, Michigan, Ohio, and Wisconsin

East South Central: Alabama, Kentucky, Mississippi, and Tennessee

Middle Atlantic: Delaware, New Jersey, New York, and Pennsylvania

Mountain: Arizona, Colorado, Idaho, Montana, Nevada, New Mexico, Utah, and Wyoming

New England: Connecticut, Maine, Massachusetts, New Hampshire, Rhode Island, and Vermont

Pacific: Alaska, California, Hawaii, Oregon, and Washington

South Atlantic: Florida, Georgia, Maryland, North Carolina, South Carolina, Virginia, West Virginia, District of Columbia, Puerto Rico, Northern Mariana Islands, and Virgin Islands

West North Central: Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, and South Dakota

West South Central: Arkansas, Louisiana, Oklahoma, and Texas

United States Graphs:

Region Charts:

And finally the regional comparison charts:

Next update in a couple of weeks.

Time to update the graphs again. This time I did make an adjustment for cases as Missouri found and removed 11,000 duplicate case reports on April 17th after fixing a system issue.

Looks like generally speaking numbers still continue to hold steady to slowly declining for both the reported cases and reported deaths.

Data Source – New York Times github

Data Info – New York Times data info

Regions:

East North Central: Illinois, Indiana, Michigan, Ohio, and Wisconsin

East South Central: Alabama, Kentucky, Mississippi, and Tennessee

Middle Atlantic: Delaware, New Jersey, New York, and Pennsylvania

Mountain: Arizona, Colorado, Idaho, Montana, Nevada, New Mexico, Utah, and Wyoming

New England: Connecticut, Maine, Massachusetts, New Hampshire, Rhode Island, and Vermont

Pacific: Alaska, California, Hawaii, Oregon, and Washington

South Atlantic: Florida, Georgia, Maryland, North Carolina, South Carolina, Virginia, West Virginia, District of Columbia, Puerto Rico, Northern Mariana Islands, and Virgin Islands

West North Central: Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, and South Dakota

West South Central: Arkansas, Louisiana, Oklahoma, and Texas

United States Graphs:

Regional Charts:

And finally the regional comparison routes:

Next update in a couple of weeks.