Congressional District Population Density

Tomorrow is Election Day here in the United States and this morning I wanted to look at a piece I’ve had in mind on doing from City Lab. I held off because it looks at the election and what better time to do it than right before the election.

Specifically, the article looks at the density of the different congressional districts across the United States. Whilst education level appears to be the most predictive attribute of today’s political climate—broadly speaking those with higher levels of formal education support the Democrats and those with lower or without tend to support President Trump—the growing urban–rural divide also works. But what about the in-between? The suburbs? The exurbs? And how do we then classify the congressional districts that include those lands.

For that purpose City Lab created its City Lab Congressional Density Index. Very simplistically it scores districts based on their mixture of low- to medium- to high-density neighbourhoods. But visually, which is where this blog is concerned, we get maps with six bins from pure urban to pure rural and all the mixtures in-between. This cartogram will show you.

All the urban and rural seats
All the urban and rural seats

Now, there are a couple of things I probably would have done differently in terms of the visualisation. But the more I look at this, one of those things would not be to design the hexagons to all fit together nicely. Instead, you get this giant gap right where the plains states begin west of the Mississippi River stretching through the Rockies over to California. If you think about it, however, that is a fairly accurate description of the population distribution of the United States. With a few exceptions, e.g. Denver, there are not many people living in that space. Four geographically enormous states—North Dakota, South Dakota, Montana, and Wyoming—have only one congressional district. Idaho has two. Nebraska three. And then Iowa and Kansas four. So why shouldn’t a map of the United States display the plains and Rocky Mountain interior as a giant people hole?

Like I said, initially I took umbrage at that design decision, but the more I thought about it, the more it made sense. But there are a few others with which I quibble. The labelling here is a big one. First, we have the district labels. They are small, because they have to be to fit within the five hexagons that define the districts’ shapes. But every label is black. Unfortunately, that makes it difficult to read the labels on the darker colours, most notably the dark purple. I probably would have switched out the black labels in those instances for white ones.

But then the state labels are white with black outlines, which makes it difficult to read on either dark or light backgrounds. The designer made the right decision in making the labels larger than the districts, but they need to be legible. For example, the labels of Alaska and Hawaii need not be white with black outlines. They could just be set in black type to be legible. Conversely, Florida’s, sitting atop darker purple districts, could be made white.

The piece makes use of more standard geographic map divided into congressional districts—the type you will see a lot tomorrow night. And it makes use of bar charts to describe the demographics of the various density types. I like the decision there to use a new colour to fill in the bars. They use a dark green because it can cut across each of the six types.

Credit for the piece goes to David H. Montgomery.

Midterm Challengers

My initial plan for today was that I was not going to run anything light-hearted and focus instead on next week’s elections. But I still love xkcd so I checked that out and…well, here we go.

Your 2018 midterm challengers
Your 2018 midterm challengers

At the broadest view, much is unintelligible on the map. But, you can see a lot of blue, or in other words, there are a lot of Democratic challengers to a Republican House, Senate, and state governments. That’s right, it’s also covering state races, e.g. gubernatorial races. But at this level, the difficulty is in seeing any of the details.

The one problem I had with the map was the zoom. On a computer you can double-click or mouse scroll for the zoom, but I was looking for little buttons. Admittedly it took me a few moments to figure it out until I moused over the map to get the tooltip, which of course provided the instructions.

Once you zoom in, however, you can see the details of the map. This here is focused on southeastern Pennsylvania.

Lot of Democratic challengers here in southeastern Pennsylvania
Lot of Democratic challengers here in southeastern Pennsylvania

The key to the map is an interesting mix of values as the typographic size of the candidate is related to both their odds of success as well as the importance of their office. So in this view we can see an interesting juxtaposition. Chrissy Houlahan and Mary Gay Scanlon, for example, are running for suburban Philadelphia congressional districts. However, Scott Wagner is running for the arguably higher office of Pennsylvania governor. But his name is fairly small compared to the two women. And just above Scott? Lou Barletta. He is running for one of Pennsylvania’s two senate seats, challenging incumbent Bob Casey Jr. Clearly neither is forecasted to have great success whereas Houlahan and Scanlon are.

Of course the map lacks a scale to say what represents breakeven odds. It is also difficult to isolate the degree to which a level of office influences the size of a challenger’s name. That makes the map less useful as a tool for looking at potential outcomes for Tuesday.

The tooltip that revealed the instructions, however, also had one more big tip. If you found the map needed an update, the instructions were to submit your ballot on 6 November.

Anyway, this is just a reminder to find your polling place over the weekend and get prepared to vote on Tuesday. In the meantime, have a good weekend.

Credit for the piece goes to Randall Munroe, Kelsey Harris, and Max Goodman.

Where People Vote

Voting is not compulsory in the United States. Consequently a big part of the strategy for winning is increasing your voters’ turnout and decreasing that of your opponent. In other words, demotivate your opponent’s supporters whilst simultaneously motivating your own base. But what does that baseline turnout map look like? Well, thankfully the Washington Post created a nice article that explores who votes and who does not. And there are some clear geographic patterns.

A lot of people don't vote
A lot of people don’t vote

The piece uses this map as the building block for the article. It explores the difference between the big rural counties that dominate the map vs. the small urban counties where there can be hundreds of thousands of voters, a large number of whom do not vote. It uses the actual map to compare states that differ drastically. For example, look at the border between Tennessee and North Carolina. On the Tennessee side you have counties with low turnout abutting North Carolinian counties with high turnout.

And towards the end of the piece, the article reuses a stripped down version of the map. It overlays congressional districts that will likely be competitive and then has the counties within that feature low turnout highlighted.

Overall the piece uses just this one map to walk the reader through the geography of voting. It’s really well done.

Credit for the piece goes to Ted Mellnik, Lauren Tierney and Kevin Uhrmacher.

Pages of Polls and Forecasts

We are now one week away from the midterm elections here in the United States. Surprisingly, we are going to be looking at election-y things over the course of the next week or so. But before we delve into that, I wanted to focus on the homepage for FiveThirtyEight, the below screenshot is from my laptop.

The homepage as of 30 October
The homepage as of 30 October

The reason I wanted to call attention to it is that right-most column of content. The site does a great job of succinctly providing the latest forecasts and polling number on the two main midterm results, federal representation in the House and Senate, along with polling numbers for President Trump.

Starting from the bottom, the polling numbers chart works really well. It clearly and effectively shows the latest approval/disapproval numbers and their longer term trend whilst providing a link to a page of deeper data. It’s very effective.

Moving up we have the House forecasts. These are tricker to see because so many of the more urban and suburban districts are inherently small geographically ergo very difficult to see in a small map. But the map does the job of at least providing some data along with the key takeaway of the odds of the Democrats flipping or Republicans retaining the House. Again, not surprisingly, it offers a link into the data.

The Senate map is the one where I have the most difficulty. Now when we get to the actual page—hopefully later this week—the map shown makes perfect sense because it exists in a large space. That space is needed to show two hexagons that represent each state’s two senators. But, similar to the problem with the House districts, the Northeast is so geographically cramped that it is difficult to show the senators from Maine through Maryland clearly. I wonder if some of the other visualisations on their Senate forecast page would have been a better choice. However, they do at least provide those odds at the top of the graphic.

Credit for the piece goes to the FiveThirtyEight design department.

Government Officials Using Private Devices

Earlier this week the news broke that President Trump refuses to use his government-issued iPhone for all his communications and prefers his private, unsecured device. This of course means, and reports indicate is happening, that Chinese and Russian intelligence agencies can listen in on his calls.

So how about those private e-mail servers?

Happy Friday, all.

Just saying…
Just saying…

#MeToo After One Year

One year on and the #meToo movement continues to upend the political, economic, and cultural landscape of the United States. And a few days ago the New York Times published a piece on all the stories they have collected.

From a data visualisation standpoint, this is a fairly simple piece. It takes 201 men (and a few women) who allegedly committed crimes along with their photo (if available) and then shows who replaced them. The screenshot below is of the total number of faces—notably not all men have been replaced—and then divides those who replaced them by gender.

Naturally it starts with Weinstein at the top…
Naturally it starts with Weinstein at the top…

The bit at the bottom shows how the case studies work. A man is on the left and who replaced him is on the right, both in the interim and more permanently, if applicable. A brief text account of the story falls below the alleged offender. And with 200+ stories, you can scroll for days.

Credit for the piece goes to Audrey Carlsen, Maya Salam, Claire Cain Miller, Denise Lu, Ash Ngu, Jugal K. Patel, and Zach Wichter.

The Saudi Assassination Squad

Yesterday we looked at the importance of arms deals from the US and UK to Saudi Arabia in the wake of the brutal murder and assassination of Jamal Khashoggi, the Washington Post journalist who sometimes wrote critically of the Mohamed bin Salman (MBS) regime. But what about the actual murder itself? What do we know?

Well at some point today, President Erdogan of Turkey will give a speech, just prior to the opening of the big Saudi conference the Saudis have branded the Davos of the Desert. In Erdogan’s speech, he is expected to reveal even more of the details of the murder as collected by Turkish intelligence services. But as this story has been unfolding, the Washington Post has been collecting the details about the alleged 15-person assassination squad.

The entire piece is worth reading. It provides great detail and walks the reader through how the story was pieced together. And relevant to my blog it makes use of some nice data visualisation and design elements, including this graphic.

A few too many coincidences in this story…
A few too many coincidences in this story…

It captures some of the arrivals and departures of six of the men identified. The graphic also notes that sometimes people will not be documented because they arrive on diplomatic flights instead of commercial flights.

As for the rest, the Post used photographic evidence to show how one of the individuals was likely a bodyguard or in the security services for MBS. Phone records and the photographic records of Turkish border control were also used. Taken together, it paints a damning portrait of the supposedly modernising MBS regime.

Of course now we can only wait to see what Erdogan has to say this morning.

Credit for the piece goes to Aaron C. Davis, Aaron Williams and Jason Bernert.

Arms Sales for Saudi Arabia and Head Removals for Journalists

Yeah, guess where I am going with that title…

If you have been living under a rock, Saudi Arabia barbarically murdered/assassinated a Washington Post journalist in the Saudi consulate in Istanbul, Turkey about three weeks ago. The journalist, Jamal Khashoggi, was a Saudi citizen and US resident living around Washington from where he reported on the new Saudi government under Mohammed bin Salman (MBS).

There is a lot to unpack in the story, but the key points are that Saudi Arabia has, for weeks, disputed the idea that his fingers were severed, then beheaded, body dismembered, and corpse disposed of within their consulate in Istanbul. Only yesterday did they begrudgingly admit that it was a “rogue” operation that involved some of the closest advisors/bodyguards to MBS. (We will look at that later.) How do we know all this? Basically, every time Saudi Arabia denies something, the Turks let leak evidence proving them wrong.

So while the story will continue to develop, what is the potential cost for Saudi Arabia? Well, according to President Trump, not arms sales. Although this morning Germany announced it was temporarily halting all exports to the Saudi kingdom. But the two of the largest providers of weapons to Saudi Arabia are the United States and the United Kingdom. And that is how we get to today’s chart. The question is what, if any, action will these two countries take against Saudi Arabia?

Will these line trend down anytime soon?
Will these line trend down anytime soon?

It’s a line chart from the Washington Post. There really isn’t much to say in its design. However, what I found interesting is the unit of measure. We might expect dollars, pounds, or euros, but instead we get TIV, or trend indicator values. It’s a unit devised by the data provider to allow a common measurement, presumably so that we can do just this: compare two different countries’ arms sales.

Credit for the piece goes to the Washington Post graphics department.

Phone Calls

It’s Friday, everybody, and that means we all made it to the end of the week.

As a millennial, I was surprised to learn that my mobile can actually be used to make telephonic calls. Phone calls, as they are often known, are like direct messages or text messages, but made without cat gifs or memes. And your voice cannot be filtered. It seems a #primitive way of communicating.

But thanks to xkcd, we can see how, using one person as a sample, the types of these phone calls have varied over the years.

Scammers, politicians, and family, oh my.
Scammers, politicians, and family, oh my.

Credit for the piece goes to Randall Munroe.