The Financial Times has some of the best charts/graphics that I have seen on the coronavirus and its impact. They're also free and regularly updated. Below is the cumulative number of deaths, by number of days since the 10th death (last updated March 23 at 21:00 GMT). I prefer this to the number of cases because it is more precise, though impacted by things like demographics. The number of cases is impacted by how good you are at testing. Some countries have been far better than others. And what we are continuing to learn is that lots of people were and are completely asymptomatic.
Seeing China (and Iran?) continue to flatten out is encouraging. (Note the logarithmic scale.)
Here has been the impact to the Chinese economy. It's slowing coming back.
And here are traffic volumes around the world. This chart was published on Sunday, March 22. At that time, Tokyo looked to be largely business as usual.
How temperature impacts the transmission of COVID-19
The Financial Times published the following chart last night. It shows the cumulative number of COVID-19 cases around the world, across the number of days since the 100th case in that particular country. The message here is that most western countries appear to be on a similar trajectory. (The grey dotted line represents a 33% daily increase.) Whereas in Asia, and in particular Hong Kong and Singapore, they have seemingly managed to slow the spread.
Now, there are a number of possible explanations for the outliers; everything from stricter quarantine rules to more rigorous testing. There's also an argument that Hong Kong and Singapore were better prepared as a result of the SARS outbreak in 2002. (More on these explanations, here.) But the other factor at play seems to be climate.
A recent study (by Jingyuan Wang, Ke Tang, Kai Feng, and Weifeng Lv) has concluded that, like the flu, the transmission of COVID-19 appears to be significantly impacted by both air temperature and relative humidity. In their research, they looked at the reproductive number (R), or the severity of infectiousness, for all Chinese cities with more than 40 cases between January 21 to 23, 2020. (Large-scale government interventions began on January 24, 2020 and would have therefore skewed the numbers.)
What they found was that for every one degree Celsius increase in temperature and every one degree Celsius increase in relative humidity, the reproductive numbers drop by 0.0383 and 0.0224, respectively. Air temperature, in other words, has more of a positive impact on containing spread than relative humidity -- which feels right. That is also apparent when you look at the above charts. Take note of Korea, Iran, and Italy near the top left corner of the temperature chart.
If you'd like to download a full copy of the research paper, click here.
Last year, the city of Berlin agreed to a five year rent freeze for some 1.5 million flats constructed before 2014. The way it was initially approved is that it would freeze rents at mid-2019 levels and allow for only 1.3% inflationary increases. All of this is being challenged in the courts, but the Financial Times is suggesting that it could still come into force by March 2020. Here is an excerpt from a recent article. (Guy Chazan isn't holding back about the kind of people that he believes Berlin attracts.)
The legislation, which should come into force by March this year, is City Hall’s response to a lingering housing crisis that shows no sign of easing. Packed out with Brexit refugees, international party people and wannabe tech entrepreneurs, Berlin is in expansion mode, its population growing by 40,000 a year. Yet affordable housing remains scarce. Rents have doubled over the past decade, as new residential construction fails to keep up with soaring demand.
As I mentioned before on the blog, these policies are not intended to apply to new buildings. That would surely choke off new construction, which would only exacerbate the underlying supply issue that Berlin is facing. But not surprisingly, this move has also put a freeze on capital expenditures, according to the same FT article. Local trades are complaining that, "It's as if someone's just turned out the lights."
