With all the data about the spread of COVID-19 coming out daily, it's often hard to see what's going on and what the underlying trends are. I have found the video
How To Tell If We're Beating COVID-19 to be extremely helpful in displaying these trends in a way that is easy to see and understand:
Once you have viewed the video, you can go to the
Covid Trends Web site, which will draw a new chart in real time, just as in the video. Data is completely up to date as of the end of the previous day. For example, here is the completed chart as of the end of April 1st:
[If the image is less than full sized, you can click on it to make it bigger.]
Note that in the time since the video was created, the US has pulled out well ahead of all other countries. The slope of the US curve has been declining just a little bit recently, but the curve is still pretty close to straight exponential growth. There are no traces in the US curve of the changes in slope that show up in the curves of Italy and Spain, for example, which does not bode well for the near future of COVID-19 in the US.
As you can see, on the right you can select as many or as few countries as you want to be shown on the graph. The end of a country's curve is always associated with a red dot, with the country's name nearby.
When you have more than a few countries, such as in the chart above, the plain display may make it difficult to see the full curve for any given country. Fortunately, if you hover your mouse over any part of the curve for a particular country, the country's full curve is highlighted in red, and a popup appears with the name of the country, the date over which the mouse is positioned, the total number of confirmed cases, and the total number of weekly cases. For example, in the above chart, it is a bit difficult to see how the UK is doing. By highlighting part of the UK's curve, the progress is much more obvious:
Note that the "Customize" section in the upper right can also be very useful. For example, instead of "Confirmed Cases", you can display "Reported Deaths":
Again, the US and UK have some of the straightest lines on the graph, which means that exponential growth is continuing here. Reported deaths tends to be a more reliable statistic than confirmed cases, mainly because deaths tend to be reported on or very near the day they occur, while cases of COVID-19 are typically reported a couple of weeks after infection, or not at all in asymptomatic cases. Furthermore, even symptomatic cases of COVID-19 are often not reported if the symptoms are mild.
Also, the "World" selection can be customized to one of a few countries that are subdivided into states or provinces. For example, here is the US chart of confirmed cases divided by state:
Note the New York is the one state that is starting to noticeably bend its curve. All the other states are pretty much straight lines, which means that exponential growth is continuing in the rest of the country. As with the country display, you can add or subtract states on the right as you wish; the results are shown immediately.
You can also do any of these plots using a linear scale instead of the default logarithmic scale. Here is the original country chart using a linear scale:
As you can see, the linear scale can often make the differences between countries or their subdivisions even more obvious. In this case, the difference between the US and the rest of the world shows up quite dramatically. And interestingly, due to the way the axes are defined, even though they are linear, exponential growth still shows up as a straight line.