Striking the Balance Between Airline Prices and Service

Yesterday I took a look at the Alaskan Airlines and Virgin America merger. Part of the disappointment on the internets centres around the service and experience delivered by Virgin. I mean who doesn’t like mood lighting, right? Well the Economist took a look at international airlines by both price and service. And if we use Virgin Atlantic as the best proxy for Virgin America, you can see why people prefer it over American carriers.

Price vs. service
Price vs. service

Credit for the piece goes to James Tozer.

T-shirt Sizes

It’s Monday, folks. And for most of us that means going back to work. Which means dressing appropriately. And that’s about as far as I’ve got introducing this subject matter, because I wear a dress shirt and tie everyday. Not a t-shirt. But we’re talking t-shirts. Specifically their sizing.

Threadbase is a New York startup looking to do some cool things with data about t-shirts. But that requires having data with which to play. And they are starting to do just that. Their opening blog post has quite a few data visualisations.

Comparing actual sizes via a dot plot
Comparing actual sizes via a dot plot

The dot plot above charts the sizes by dimension for various brands and makes. I might quibble with the particular colours as the red and purple are a bit on the difficult side to distinguish. Symbols could be away around the issue. But the only real issue is that on my monitors the full image runs long and I lose the reference point of the actual dimensions in inches.

But the piece is worth the read for the cyclical changes in dimensions.

Mostly it’s just a pity that I’m not a jeans and t-shirt sort of guy.

Credit for the piece goes to Threadbase.

The Relative Value of Republican Primary Votes

The day after Election Day—no, not that Election Day—we take a look at a nice scatter plot from FiveThirtyEight. They explore how an eventual conservative candidate, whoever that may be, will face a structural challenge. There are slightly more delegates at play in blue states than red. And typically those blue Republicans are “less religious, more moderate and less rural.” The big graphic supporting their argument looks at the value of the primary votes. Surprise, surprise, the higher-value primary votes come from blue states.

The relative value of the votes
The relative value of the votes

Credit for the piece goes to the FiveThirtyEight graphics department.

The History and Future of Data Visualisation

From time to time in my job I hear the desire or want for more different types of charts. But in this piece by Nick Brown over on Medium, we can see that there are really only a few key forms and some are already terrible—here’s looking at you, pie charts. How new are some of these forms? Turns out most are not that new—or very new depending on your history/timeline perspective. Brown illustrated that timeline by hand.

A timeline of chart forms
A timeline of chart forms

Worth the read is his thoughts on what is new for data visualisation and what might be next. No spoilers.

Credit for the piece goes to Nick Brown.

The Funding Sources for the 2016 Candidates

We are past the halfway point for summer in 2015 and that means the autumn 2016 presidential election is off and running. But running an election campaign, if even just for the primary phase, costs money. So where does each candidate receive its money? Well, FiveThirtyEight looked at the early reporting and identified four types. Their scatter plot does a nice job of summarising the state of the field.

Funding source types
Funding source types

Credit for the piece goes to the FiveThirtyEight graphics department.

Chase the Unlucky Utley

We all know that I am a Red Sox fan. But I grew up in Philadelphia, largely before the era where the internet made watching out-of-market games a reality. That means I am quite familiar with my hometown Philadelphia Phillies. And for a good chunk of my life that meant names like Rollins, and Utley were familiar to me. So now as that group of players begins to retire and/or leave Philadelphia, we have Chase Utley underperforming to start 2015. But FiveThirtyEight asks the question: is he really? Or is it just that Utley is unlucky?

Utley is unlucky
Utley is unlucky

Credit for the piece goes to Rob Arthur.

Fast Food on the Internets

Let’s aim for something a bit lighter today. Well, lighter in all things but calories, perhaps. Today we have a piece from the Wall Street Journal that looks at the social media presence of several large fast food brands. Overall, it has a few too many gimmicky illustrations for my comfort. But, the strength of the piece is that it does look at some real data, e.g. plotted Twitter response rates, and then contextualises it with appropriate callouts.

Who cares about your tweets?
Who cares about your tweets?

The illustrations are killing me, though.

Credit for the piece goes to Marcelo Prince and Carlos A. Tovar.

Baseball’s Pace of Play

So now the baseball season is in full swing, one of the things we will be looking for is shorter duration for games. As I have probably said many times before, I enjoy the long games. But there are none longer than Red Sox–Yankees match-ups so take that with a grain of salt. I am spoiled. Anyway, in time for the season, over at Time they plotted the 2014 winning percentage and average length of game for all Major League teams.

Winning isn't based on pace of play
Winning isn’t based on pace of play

Clearly from this chart we can see that neither playing slowly nor playing quickly has any correlative impact on a team’s winning percentage. Teams are spread out all over. But, in many ways, baseball is all about timing and getting inside the head of the pitcher or the batter. And one way to take the advantage is to mess up the other’s timing. By eliminating that element of the game—or at least attempting to—the game becomes a little bit duller.

Credit for the piece goes to Lon Tweeten.

America’s Most Popular Beers—And Almost All Are Crappy

Or so says Adweek. I would heartily disagree about their inclusion of Yuengling in their group of crappy. Though the other nineteen, yeah, I would tend to agree. Regardless, the infographic that sparked the Adweek post is quite blah. I do enjoy the illustrations of the bottles and labels, but the data visualisation below is weak.

The 20 best in table form
The 20 best in table form

So because of Yuengling, I decided to take a quick stab at ways to improve it. My first finding in the data was that the different brands were assigned a Beer Advocate rating, and Yuengling rated the highest—though not terribly high overall. Still, unless you are looking to get drunk, it does offer a good taste/cost value among the consideration set.

Visualising some of the data
Visualising some of the data

Credit for the infographic goes to VinePair.