I haven't seen this sort of data before and it's an interesting way of looking at job access, transit connectivity, and overall built form:

The above is a table from New Geography (using data from the University of Minnesota). And what it shows is how many more jobs, across the US, can be accessed within a 30-minute commute by car versus by transit. For example, what this data tells us is that, on average across the US, there are about 56x more jobs that can be quickly accessed by car versus by transit.
But there is also huge variation across the 50 largest cities in the US. On the top end is Detroit, where there about 130x more jobs that can be accessed by car (again within 30 minutes). This isn't at all surprising. Also not surprising is the fact that New York is on the lowest end with only 5.6x as many car-versus-transit jobs. This is one of the reasons why I spoke yesterday about NYC being such an ideal candidate for something like NYC 25x25.
What a lower number tells us is that the city is far less reliant on personal vehicles and almost certainly has a higher urban density. That's why you see cities like New York, San Francisco, Boston, and Chicago near the top of this list. And in my opinion, this is where you want to be. The goal should be to minimize this multiple.
I haven't seen a dataset like this before, but I'm now curious to see how it varies globally. It feels like something that more of us should be monitoring. Because we know that there are strong links between jobs access and the overall economic performance of a city.

In 2017, the US restaurant industry generated about $560 billion in annual revenue. By comparison, the movie industry generates some $30 billion a year. Food, and eating out, is a big business.
A recent paper by Joel Waldgogel of the University of Minnesota has tried to estimate the "implicit cuisine trade" associated with this industry. To do this, he used restaurant data from TripAdvisor and sales figures from Euromonitor.
Domestic consumption of a foreign cuisine was considered an "import." And foreign consumption of a domestic cuisine was considered an "export." Here's what he discovered (graph from the Economist):

Consistency is what builds brands.
Whether you’re a city, company, or a person, doing the same thing over and over again is what reinforces your identity. That’s why Steve Jobs always wore a black mock turtleneck, why Mark Zuckerberg always wears a gray t-shirt and hoodie, and why Tom Ford always wears a white shirt and a black jacket. They are continually building their own distinctive brand.
I’ve always found this concept really appealing.
Maybe it’s because I had to wear a uniform every day of my life until I went to University, or maybe I just like the concept of personal branding. Either way, there are a bunch of things that I have stuck with for a long time. For example, I’ve worn the same cologne since I was 19. I bought it in Italy one summer and I really liked it. And it now always reminds me of Europe. So I keep wearing it.
But the other reason why consistency can be good for you is that it reduces the number of decisions that you need to make on a regular basis. That’s why President Obama also wears more or less the same thing every day:
You also need to remove from your life the day-to-day problems that absorb most people for meaningful parts of their day. “You’ll see I wear only gray or blue suits,” [Obama] said. “I’m trying to pare down decisions. I don’t want to make decisions about what I’m eating or wearing. Because I have too many other decisions to make.” He mentioned research that shows the simple act of making decisions degrades one’s ability to make further decisions.
The research he’s talking about comes from people like Kathleen Vohs, professor at the University of Minnesota, and Barry Schwartz, professor at Swarthmore College, who concluded that the more decisions we make – even pleasant and enjoyable ones – the quicker we get to what’s called “decision fatigue." We simply exhaust our ability to make effective decisions.
This, to me, is a really important lesson. Because the way I look at it, we live in a world of constant noise. Our phones are always chirping. There are 132 different types of toothpaste at the store. And everywhere we turn, somebody is trying to sell us something. So maintaining a certain level of simplicity and minimalism in your life can actually be an incredibly difficult task.
More and more I’m finding this to be the case. So maybe it’s time I start wearing the same thing every day. Do you have any tips for living life, simply?
I haven't seen this sort of data before and it's an interesting way of looking at job access, transit connectivity, and overall built form:

The above is a table from New Geography (using data from the University of Minnesota). And what it shows is how many more jobs, across the US, can be accessed within a 30-minute commute by car versus by transit. For example, what this data tells us is that, on average across the US, there are about 56x more jobs that can be quickly accessed by car versus by transit.
But there is also huge variation across the 50 largest cities in the US. On the top end is Detroit, where there about 130x more jobs that can be accessed by car (again within 30 minutes). This isn't at all surprising. Also not surprising is the fact that New York is on the lowest end with only 5.6x as many car-versus-transit jobs. This is one of the reasons why I spoke yesterday about NYC being such an ideal candidate for something like NYC 25x25.
What a lower number tells us is that the city is far less reliant on personal vehicles and almost certainly has a higher urban density. That's why you see cities like New York, San Francisco, Boston, and Chicago near the top of this list. And in my opinion, this is where you want to be. The goal should be to minimize this multiple.
I haven't seen a dataset like this before, but I'm now curious to see how it varies globally. It feels like something that more of us should be monitoring. Because we know that there are strong links between jobs access and the overall economic performance of a city.

In 2017, the US restaurant industry generated about $560 billion in annual revenue. By comparison, the movie industry generates some $30 billion a year. Food, and eating out, is a big business.
A recent paper by Joel Waldgogel of the University of Minnesota has tried to estimate the "implicit cuisine trade" associated with this industry. To do this, he used restaurant data from TripAdvisor and sales figures from Euromonitor.
Domestic consumption of a foreign cuisine was considered an "import." And foreign consumption of a domestic cuisine was considered an "export." Here's what he discovered (graph from the Economist):

Consistency is what builds brands.
Whether you’re a city, company, or a person, doing the same thing over and over again is what reinforces your identity. That’s why Steve Jobs always wore a black mock turtleneck, why Mark Zuckerberg always wears a gray t-shirt and hoodie, and why Tom Ford always wears a white shirt and a black jacket. They are continually building their own distinctive brand.
I’ve always found this concept really appealing.
Maybe it’s because I had to wear a uniform every day of my life until I went to University, or maybe I just like the concept of personal branding. Either way, there are a bunch of things that I have stuck with for a long time. For example, I’ve worn the same cologne since I was 19. I bought it in Italy one summer and I really liked it. And it now always reminds me of Europe. So I keep wearing it.
But the other reason why consistency can be good for you is that it reduces the number of decisions that you need to make on a regular basis. That’s why President Obama also wears more or less the same thing every day:
You also need to remove from your life the day-to-day problems that absorb most people for meaningful parts of their day. “You’ll see I wear only gray or blue suits,” [Obama] said. “I’m trying to pare down decisions. I don’t want to make decisions about what I’m eating or wearing. Because I have too many other decisions to make.” He mentioned research that shows the simple act of making decisions degrades one’s ability to make further decisions.
The research he’s talking about comes from people like Kathleen Vohs, professor at the University of Minnesota, and Barry Schwartz, professor at Swarthmore College, who concluded that the more decisions we make – even pleasant and enjoyable ones – the quicker we get to what’s called “decision fatigue." We simply exhaust our ability to make effective decisions.
This, to me, is a really important lesson. Because the way I look at it, we live in a world of constant noise. Our phones are always chirping. There are 132 different types of toothpaste at the store. And everywhere we turn, somebody is trying to sell us something. So maintaining a certain level of simplicity and minimalism in your life can actually be an incredibly difficult task.
More and more I’m finding this to be the case. So maybe it’s time I start wearing the same thing every day. Do you have any tips for living life, simply?
Italy is, by far, the biggest net "exporter." And the US is the biggest net "importer." If you exclude fast food, the US "deficit" balloons to approximately $140 billion.
I guess everybody does really love Italian food. For the full paper, click here.
Italy is, by far, the biggest net "exporter." And the US is the biggest net "importer." If you exclude fast food, the US "deficit" balloons to approximately $140 billion.
I guess everybody does really love Italian food. For the full paper, click here.
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