John Pfaff Profile picture
Feb 3 8 tweets 4 min read
The London-Tokyo shift here is a great example of the sort of data change that can come abt for only two reasons:

1. Definitions change (Tokyo absorbs something, something secedes from London).

2. Something's wrong with the data.

Pop sizes can't jump like this "naturally."
In this case, something is wrong. Tokyo (and we'll come back in a second to what "Tokyo" and "London" even are) has been bigger than London before 2000.

At least based off these graphs, which track the numbers in the chart fairly closely. ImageImage
But any comparison between cities is hard, bc what do we count? As this Guardian piece shows, defining a "major city" is actually really hard: theguardian.com/cities/2015/fe…

What is included, what is excluded? It can really shape how we see things. ImageImage
Even here: Tokyo Prefecture has ~14M ppl, London the city ~8M. Those are a lot closer than 6.6M and 26.4M, as in the graph.

It's even possible the chart is not comparing comparable MSAs. London's metro pop is 14M, Toyko's is ~35M. That's apples-apples. Image
And, of course, all these comparisons turns on national statistical agencies defining the borders even for statistical metro areas (which can overlook political borders) similarly. Which... maybe they do! But cross-national comparisons are always fraught.
The struggle to define a "city" can lead to confusion. Like, how do you compare per capita crime rates of Houston and St. Louis (MO) when one city is a giant Borg-like sprawl absorbing everything around, and the other is just the dense urban core?

Not at all equally "city-like." ImageImage
But anyway: for London to be #1 in 1999 at ~6M, and then Tokyo takes over in 2000 at ~26M just isn't possible. Pop sizes can't shift by 20,000,000 in a single year (absent utter catastrophe) unless the change is definitional, which doesn't seem to be the case here.
And to be clear: my point here is that anything involving "cities" is really hard, and it's really easy to get tripped up, and I have no doubt I've stumbled dealing with how arbitrary-but-significant all the contrasting and competing definitions are.

• • •

Missing some Tweet in this thread? You can try to force a refresh
 

Keep Current with John Pfaff

John Pfaff Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @JohnFPfaff

Feb 4
Many papers rely on how we randomly assign defendants to ADAs or judges who are systematically harsher or more lenient.

A troubling q.

If we randomly assign you to judges known to be harsher or less so, it’s ok.

If a judge flips a coin to be harsher, it violates due process.
But … why?

Why is one sort of randomness okay but another not?

In one case, a coin toss sends you to the consistently harsher judge.

In the other, a single judge’s harshness is determined by a coin toss.

What is the real difference?
There are superficial distinctions, sure. One is a judge consistently applying their ideology, the other is noise.

But, to the defendant? The one with the due process right? The result is basically the same.
Read 4 tweets
Feb 3
Every now and then I just get this giant burst of frustrated amazement that SO much of law school, esp the 1L year, is still built almost exclusively around cases.

It's really bad, for a lot of reasons.
If nothing else, SO much of law these days is statutes and regulations.

And even the way more and more schools react to this is... not great. "Leg Reg"? It's a great idea (we have it), but... the framing.

It's its own special thing. Off to the side. One class.
We don't have a class on "Common Law." We call that Torts. And Property. And Contracts.

So it makes statutes and regulations seem like a speciality issue, not--as they actually are--the heart of the modern regulatory state's law.
Read 8 tweets
Feb 2
So. That Missouri self-defense bill, SB 666?

I didn't think it was doing this, but it is.

It's shifting the burden of PRODUCTION from the defendant to the state. Which, I'm thinking, no other jurisdiction has done.
This is actually a big deal.

In all states but VA, the state bears the burden of proof: the state must reject the defendant's account of the need for defensive force beyond a reasonable doubt.

But the defendant has to affirmatively TELL A STORY.
So think about Zimmerman's trial, or Rittenhouse's. The state had to disprove their stories, but they had to tell them. Zimmerman had to say he was scared in the fight, as did Rittenhouse.

Def force defenses can be rejected bc a judge can say "your story, if true? Not enough."
Read 6 tweets
Feb 2
Bragg doesn't "deserve a chance."

He campaigned on something. He was elected by people who heard what he campaigned on, people who had multiple choices, a plurality of whom (in the primary, a majority in the general) decided they preferred that.

gothamist.com/news/cut-him-s…
NYS is not a ... state without corruption. But the governor's recall power hasn't been used since the FDR administration.

The GOVERNOR FDR administration. Which ended in 1933. Image
Bragg announces a plan that in grounded in solid data about the impact, and general inefficacy, of prisons, and a plan that is only a slight adjustment of prior practice for violent crimes, and every politician goes full 80s-era tough on crime.

newrepublic.com/article/165045…
Read 5 tweets
Feb 2
Been thinking about that pre-K-is-harmful study, and this part in particular.

Might this mean less that pre-K leads to more issues, and more that parents with pre-K exposure are more likely to know what services are available, and thus advocate for their kids more?
This is one of those "how we define the term determines the results" thing that I'm increasingly obsessed with.

This isn't asking "do kids have more special ed NEEDS." It's asking "do kids get more special ed SERVICES."

Seem like the same at first, but... maybe not!
We can't really see needs, not directly. It gets filtered through what teachers are willing to say, what parents are willing to admit... and what parents are willing to advocate for.

And pre-K exposure might have parental impacts as well.
Read 4 tweets
Jan 30
I think—and, honestly, I’m not really joking—we’ve hit the point where major criminology journals need to declare a one (two? five?) yr moratorium on papers using admin data, and focus on a host of papers laying out how, exactly, we can use that data.
And I mean the major journals, not the lower-ranked ones. This isn’t some second-tier methodological issue. This gets at the heart of every quantitative paper using admin data. It’s a first-most toppest-tied issue.

Our admin data is… just a giant minefield.
Like, the UCR flaws are well known, but as you dig down into them, they just get worser and worser, like some fractal of fail.

We need to identify what data seems more reliable, which is less, how we can carefully impute across the gaps, how we can cross-validate, etc etc etc.
Read 5 tweets

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Don't want to be a Premium member but still want to support us?

Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal

Or Donate anonymously using crypto!

Ethereum

0xfe58350B80634f60Fa6Dc149a72b4DFbc17D341E copy

Bitcoin

3ATGMxNzCUFzxpMCHL5sWSt4DVtS8UqXpi copy

Thank you for your support!

:(