Pennsylvania Primary Night

Surprise, surprise. This morning we just take a quick little peak at some of the data visualisation from the Pennsylvania primary races yesterday. Nothing is terribly revolutionary, just well done from the Washington Post, Politico, and the New York Times.

But let’s start with my district, which was super exciting.

The only thing to write home about is how the Republican incumbent dropped out at the last moment and was replaced by this guy…
The only thing to write home about is how the Republican incumbent dropped out at the last moment and was replaced by this guy…

Moving on.

Each of the three I chose to highlight did a good job. The Post was very straightforward and presented each office with a toggle to separate the two parties. Usually, however, this was not terribly interesting because races like the Pennsylvania governor had one incumbent running unopposed.

Mango is represented by what colour?
Mango is represented by what colour?

But Politico was able to hand it differently and simply presented the Democratic race above the Republican and simply noted that the sitting governor ran unopposed. This differs from the Post, where it was not immediately clear that Tom Wolf, the governor, was running unopposed and had already won.

Clean and simple design. No non-sense here.
Clean and simple design. No non-sense here.

The Times handled it similarly and simultaneously displayed both parties, but kept Wolf’s race simple. The neat feature, however, was the display of select counties beneath the choropleth. This could be super helpful in the midterms in several months when key races will hinge upon particular counties.

The Republican primary for the PA governorship has been ugly
The Republican primary for the PA governorship has been ugly

But where the Times really shines is the race for Pennsylvania’s lieutenant governor. Fun fact, in Pennsylvania the governor and lieutenant governor do not run as a ticket and are voted for separately. This year’s Democratic incumbent, Mike Stack, does not get on with the governor and had a few little scandals to his name, prompting several Democrats to run against him. And the Times’ piece shows the two parties result, side-by-side.

Pennsylvania's oddest race this time 'round
Pennsylvania’s oddest race this time ’round

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

Credit for Politico’s piece goes to Politico’s graphics department.

Credit for the Times’ piece goes to Sarah Almukhtar, Wilson Andrews, Matthew Bloch, Jeremy Bowers, Tom Giratikanon, Jasmine C. Lee and Paul Murray, and Maggie Astor.

Tracking the Women Running for Office

Yesterday we talked about a static graphic from the New York Times that ran front and centre on the, well, front page. Whilst writing the piece, I recalled a piece from Politico that I have been lazily following, as in I bookmarked to write about another time. And suddenly today seemed as good as any other day.

After all, this piece also is about women running for Congress, and a bit more widely it also looks at gubernatorial races. It tracks the women candidates through the primary season. The reason I was holding off? Well, we are at the beginning of the primary season and as the Sankey diagram in the screenshot below shows, we just don’t have much data yet. And charts with “Wait, we promise we’ll have more” lack the visual impact and interest of those that are full of hundreds of data points.

Still too many unknowns. But at least these are known unknowns…
Still too many unknowns. But at least these are known unknowns…

But we should still look at it—and who knows, maybe late this summer or early autumn I will circle back to it. After all, today is primary day in Pennsylvania. (Note: Pennsylvania is a closed primary state, which means you have to belong to the political party to vote for its candidates.) So this tool is super useful looking ahead, because it also shows the slate of women running for positions.

Aside from just the number of women running, today's primaries will be fascinating because of the whole redistricting thing
Aside from just the number of women running, today’s primaries will be fascinating because of the whole redistricting thing

I really like the piece, but as I said above, I will want to circle back to it later this year to see it with more data collected.

Credit for the piece goes to Sarah Frostenson.

Women Running for Congress

If you haven’t heard by now, this year is a US Congressional midterm election year meaning that eligible American citizens will be voting for their local representative and 1/3 of the states will be selecting their senator. But perhaps because yesterday was Mother’s Day in the States, the New York Times ran a front-page, above-the-fold piece on the number of women running for Congress this year, either as incumbents or challengers.

It certainly got my attention…
It certainly got my attention…

Those of you familiar with this blog will know that I am excited basically anytime smart graphics work their way onto the front page. The map itself shows the rough location of where women candidates are running for office and a quick comparison shows there are more blue, Democratic, women than red, Republican. Nothing too special here.

Where the women are running
Where the women are running

But as I began to read the article, I became more interested in my questions that then fortunately became some of the article’s points about where these women were running in terms of competitive seats. Unfortunately the map does not contain any information about that.

Until I got to the inside page later on.

Naturally what I was interested in was on the inside page
Naturally what I was interested in was on the inside page

This graphic is the more impressive of the article’s two. As a brief inside, these types of graphics always intrigue me. What kind? The kind that do not fit neatly into a box. As part of my job, I serve as creative director, graphics designer, page designer, and production designer for the Philly Fed’s premier quarterly economics journal. Sometimes the job is having a box and filling said box with a graphic, the map on the front page is a great example. But with this graphic, that would leave too much white space at the top and so how do you design around or rather with that?

To the graphic specifically though, we get a nice little treat.

Let's come back in six months and see how this pans out
Let’s come back in six months and see how this pans out

Nothing is complicated in this one. We have three conditions, running in an open seat or running against an incumbent, an incumbent, or running for an open seat. Since this piece focuses on the difficult path to get these women into office, especially because of the challenges of facing an incumbent, that group is the highlighted one. (A less focused piece that shows all three conditions would be neat.)

Then we basically have a graphic where we count the number of icons. In this case, we could have even used little boxes as the icons are not necessary. Personally, I would have opted for something like boxes, but these icons are not too distracting. The icons are then grouped by the competitiveness of the district, the part that interested me, and at this point note that the designer makes certain each grouping is an equal ten units wide.

Visually it becomes quite clear that women should certainly expect greater representation in Congress come 2019, but with so many women running as Democrats against safe Republican incumbents, it will be difficult to see many of these women in Congress. Of course with all this talk of a wave election, if that is true, you would expect some of the seats on the right to move to the left, i.e. safe Republican become lean Republican become tossups.

Overall, this was a nice treat for a Sunday read of the paper.

Credit for the piece goes to Kate Zernike and Denise Lu.

The Short Arc of Pub Trivia Scores Bends Towards Victory

Well, at least over the last three weeks it did. In previous examples of my pub trivia team’s performance, we have had a lacklustre performance. But a few weeks we had an epic collapse. Having been in 4th place out of 10 in the penultimate round we ultimately finished in 8th out of 9—somebody left early—and 14 points out of first place. It probably didn’t help we put Beyonce down as the artist for three different songs. It probably really didn’t help that none of those artists were Beyonce. And it probably definitely didn’t help that we had no idea who those three artists were.

Then after a middling performance two weeks ago, last week we shocked even ourselves with our first victory since last autumn. Just how shocking? 19 points in that oft ill-fated music round. (It’s not really, but I’ll have to make another graphic about that.)

We were perhaps the most shocked of all that week.
We were perhaps the most shocked of all that week.

Credit for the piece is mine. Credit for the score goes to my teammates.

Kilauea Eruption

As a kid, volcanoes fascinated me. The idea that the molten core of the Earth can bubble its way up to and then erupt from the cold crusty surface of the planet still fascinates me. Of course, volcanoes can also have drastic impacts on people, both at the grand scale of impacting global climate to the smaller and more personal scale of someone’s home destroyed by a lava flow.

And unfortunately for residents of Hawai’i that personal destruction is unfolding across a development called Leilani Estates. The Washington Post has a nice piece detailing the geography of the area and showing how quickly things can change.

Earth is powerful
Earth is powerful

The article uses the photo above to illustrate the distance the lava flow travelled in only a few days. It also shows how precariously sited the homes are.

Only because I am so fascinated by these kinds of stories, I hope the Post continues to expand its content with pieces like this exploring the eruption and those of other volcanoes in the area.

Credit for the piece goes to Laris Karklis and Lauren Tierney.

Albert Pujols Isn’t Too Bad at That Baseball Thing

On Friday Albert Pujols joined the very elite club of baseball players who have managed 3000 hits in their career. Thankfully FiveThirtyEight covered it with a few graphics in an article that pointed out just how hard it is to do. Especially because, and I did not know this, Pujols did it in a not terribly common fashion. (Funny story, I had to explain this past weekend how Randy Johnson was a ridiculous pitcher, in the lots-of-strikeouts-and-also-exploded-a-bird way.)

My video game version of me would probably be on there if only those games lasted more than one season…
My video game version of me would probably be on there if only those games lasted more than one season…

The piece uses a ternary plot, which we can also just call a triangle chart because it is, you know, in the shape of an equilateral triangle, to look at three components of Pujols’ hit skill.

There are different types of hitters in baseball. The guys who crush home runs all the time, the guys who hit singles all the time, guys who walk a lot. (Technically a walk is not a hit, but they are still getting on base.) There are fancy metrics that can be used to tease out just how much power is in a person’s game, and when you compare that to the batting average and to their walk rate, you can see clusters of players.

These kind of charts can be difficult to read—what does it mean for a player in a certain area of the chart? But what the designer did real well here is label an example of the type of player. Ichiro, called out for being a singles machine, is notable because he just sort-of-retired last week. He also has something like another 1500 hits back in Japan. That guy can hit.

Credit for the piece goes to Neil Paine and Rachael Dottle.

Open Door Cabinets

Here in the States we are accustomed to unstable governments—the Trump administration has set records for the most departures so early in its term. But the United Kingdom is not to be outdone as Amber Rudd, the Home Secretary, resigned in response to an immigration scandal. She makes six the number of cabinet officials who have left the British government.

The Economist put together a small graphic showing how long it took various governments, British and otherwise, to reach the level of so many departures. May’s government has been the fastest to reach so many departures in recent years.

I wonder where the US administration falls…
I wonder where the US administration falls…

The key thing to note here is what I pointed out last week, which is the use of a thin white stroke on the outside of the lines being highlighted with the Theresa May government using a bolder weight to make it stand out just a wee bit more. This is a bit different than the Times version which uses the outline approach for only what would here be the May line, but it still works overall to draw attention to the British governments.

Credit for the piece goes to the Economist graphics department.

English Premier League’s Lack of Premier-ness

This piece will make a ton of sense to my British and European readers, likely less so to those of you from the States. The English Premier League has been not so great at finishing well let alone winning in the Champions League.

Super briefly, English football—soccer—has a whole bunch of teams that play at different levels. Kind of like the US minor leagues, but without the affiliation of minor league teams to major league teams. That is, every team for itself. The Premier League is the top rung. (Every year, the worst teams in the Premier League are dropped into the minors and the very best from the minors move up into the Premier League.) This league includes the ones even Americans have heard of: Manchester, Arsenal, Chelsea. And maybe even Liverpool. Liverpool is playing today to make it into the Champions League finals.

(Full disclosure: I always say if I had to pick an English team to follow it would be Liverpool. Why? Because they are owned by Fenway Sports Group, the same group that owns the Boston Red Sox.)

The thing is that as well known as many of these teams are, they have been faring not well in the Champions League, which is like the Premier League but of all European football. That is, the best teams from every top league in all of Europe compete for a European trophy. FiveThirtyEight explored some reasons why, but also included a nice graphic to showcase the relative failures of the Premier League teams.

Making it through the Champions League…
Making it through the Champions League…

The chart makes nice use of grouped bar charts showing the number of teams from each league at each stage of the playoffs. The designers made good use of labelling, especially at the top to indicate to which country each league belongs. My only question would be is whether these make sense from the top down, as they presently are, or if they would work better bottom up, in that the winning team has to climb their way to victory.

To be honest, I am not really sure which approach would work best. I think it might be even odds. Either way, Liverpool plays Roma later today.

Credit for the piece goes to Tim Wigmore.

Germany

Last week Angela Merkel, the German chancellor, visited President Trump in Washington. This post comes from the Economist and, while not specifically about that trip, describes Germany in a few different metrics. Back in the day it would be what I called a country-specific datagraphic. That is, it shows metrics not necessarily connected to each other, but all centred around a country. In theory, the framework can then be used to examine a number of different countries.

The thin red line…
The thin red line…

That sort of works here, except the choropleth is for the Alternative for Germany political party. That only real works as a metric in, you know, Germany.

Overall, I like the piece. The layout works well, but Germany is fortunate in that the geographic shape works here. Try it with Russia and good luck.

First let us dispense with the easy criticism: do we need the box map in the lower right corner to show where in the world Germany is? For Americans, almost certainly yes. But even if you cannot identify where Germany is, I am not certain its location in Europe is terribly important for the data being presented.

But the pie charts. I really wish they had not done that. Despite my well-known hatred of pie charts, they do work in a very few and specific instances. If you want to show a reader 1/4 of something, i.e. a simple fraction, a pie chart works. You could stretch and argue that is the case here: what is the migrant percentage in Bavaria? But the problem is that by having a pie party and throwing pie charts all over the map, the reader will want to compare Bavaria to the Rhineland-Palatinate.

Just try that.

Mentally you have to take out the little red slice from Bavaria and then transpose it to Rhineland-Palatinate. So which slice is larger? Good luck.

Instead, I would have left that little fact out as a separate chart. Basically you need space for 16 lines, presumably ranked, maybe coloured by their location in former East or West Germany, and then set in the graphic. Nudge Germany to the left, and eat up the same portion of Bavaria the box map, cover the Czech Republic, and you can probably fit it.

Or you could place both metrics on a scatter plot and see if there is any correlation. (To the designers’ credit, perhaps they did and found there is none. Although that in and of itself could be a story to tell.)

The point is that I still hate pie charts.

Credit for the piece goes to the Economist’s graphics department.