
Smartphone user data is hugely valuable at a time like this. Which is why governments all over the world from Israel to South Korea are using aggregated telecom data to try and track how their citizens are moving during this pandemic.
Some are calling this a violation of digital rights. I don't know enough to comment on that specifically, but I do know that the value to society as a whole is clear. It strikes me that if we knew (1) who was infected (you know this by doing widespread testing), (2) where people have been, and (3) where people are today, we would be in a much better position to contain the spread.
To that end, Singapore's Ministry of Health has been publicizing a surprising amount of information regarding its cases. And that data has been in turn made into interactive maps. You can see who is infected, where they live and work, which hospital they were admitted to, and so on. Is this an overshare? Or is this price of collective health and security?
The New York Times has similarly gone and visualized the movement of people and the virus using data from major telecoms, Baidu, and other sources; though in this case it is more of a retrospective view of what went wrong as opposed to a proactive management tool. The argument they make is that Wuhan's lockdown was too little, too late.

According to the NY Times, 175,000 people left Wuhan on January 1st alone. Throughout the month of January, outbound travel from Wuhan accelerated as many started to fear a lockdown. About 7 million people left in January. Where they travelled to can be found here. Would it be too draconian to use this kind of mobile phone data to see who is obeying a lockdown and who is not?
Images: New York Times
I have been debating whether I should continue writing about what is already on all of our minds, or if I should focus my attention on positivity and humor. The latter is hugely important at a time like this, which is why I have been trying to intersperse my thoughts, both here and on Twitter, with things like funny videos, dance music, and architecture.
But the reality is that none of us know how this is all going to play out. As I mentioned yesterday, very few of us have a mental model for this kind of macro event. So it's important for all of us to continue learning. Is our country taking the right approach? Are we doing enough? How long are we going to have to live like this and what does that mean for the global economy?
The Financial Times published an invaluable story earlier this week about a small town outside of Venice called, Vò. With only 3,300 people, the town was supposedly able to test and retest all of its residents while the rest of northern Italy was growing as an epicenter for the Wuhan virus.
In late February, they completed their first round of testing and found that about 3% of the town had been infected. But it's important to note that about 50% of those that were infected were completely asymptomatic! However, because everyone was tested, the asymptomatic people got immediately quarantined.
The town did a second round of testing about 10 days later and that point the infection rate had dropped to about 0.3%. Of course, if all those asymptomatic people had been out and about in the town of Vò, this would not have been the case. There now appears to be no new cases in Vò.
It is for this reason that the WHO is urging diligent and repeated testing. But that obviously needs to be done in a sensible way. Having people line up -- together -- for hours upon hours is an obvious problem. Most people are not getting tested.
Earlier this morning, San Francisco-based Nurx announced a home testing kit for the Wuhan virus. Supposedly it is the first of its kind in the US. (It's not yet available in Canada -- I asked). I don't know how available it is to Americans or how accurate it is, yet, but I do know that something like this needs to become widespread.