The Growth of Urban Walmarts

Today’s piece comes via my co-worker and is about the growth of urban Walmart stores. The article is from NPR and includes a nice series of small multiples of store locations in three select cities: Washington, Chicago, and Atlanta. In full disclosure, I live about two blocks from one of the urban Walmarts in Chicago. So go figure.

The growth of urban Walmarts
The growth of urban Walmarts

Credit for the piece goes to April Fehling, Tyler Fisher, Christopher Groskopf, Alyson Hurt, Livia Labate, and Ariel Zambelich.

Predicting the UK General Election Results

(To be fair, I forgot to schedule to publish this post before I left somehow.)

Your humble author is still on holiday. So, today, you can enjoy a nice interactive piece from FiveThirtyEight that predicts the results of the 7 May general election. Of particular interest, the box part of the plot that shows the 90% confidence range.

Dot plotting the results
Dot plotting the results

The piece also has a choropleth map. My only feature request(s) would be to have a zoom feature for urban constituencies and/or to have a search field that allows the user to see the predicted results for a specific constituency.

Credit for the piece goes to Matthew Conlen and Ritchie King.

Sex, Drugs, and Rock Oil

North Dakota’s economy has been booming because of shale oil. Most of that economic growth has been centred on what was the small city of Williston, North Dakota. Economic growth often leads to population growth, however, and that can at times lead to growth in less than wholesome economic activities. The National Journal took a look at the population growth in the area and what has been happening concurrently in a few metrics of the less wholesome sectors of the economy, i.e. drugs and prostitution. Turns out, they are both up.

Population growth in North Dakota
Population growth in North Dakota

Credit for the piece goes to Clare Foran and Stephanie Stamm.

It’s Melting! It’s Melting!

Spring has finally arrived. And that means that far to your humble author’s north, the sea ice in the Arctic is beginning to recede from its annual maximum coverage. However, this year’s coverage was the smallest since satellite records began in 1979. The New York Times covers the story in a nice article with two big data pieces. The first is a really nice map—not shown—that looks at this year’s coverage compared to average extents.

The really nice part, however, is a line chart of historical ice coverage from 1979 through to the current date. While the piece is not interactive, the annotations in the graphic do a nice job explaining the different lines and outliers. Overall, a solid piece.

Annual cycle of Arctic ice coverage
Annual cycle of Arctic ice coverage

Credit for the piece goes to Derek Watkins.

Germanwings Flight 4U 9525

Yesterday an Airbus A320 operated by Germanwings, a subsidiary of Lufthansa, crashed in the French Alps with no survivors. This morning, I am showing the two best graphics I have come across thus far attempting to explain just what happened.

The first is from the New York Times. In a series of maps, it points out through satellite photography the roughness of the terrain and therefore the difficulty likely to be experienced by recovery crews. The final line chart plots the altitude of the flight, which fell from a cruising altitude of 38,000 feet to just over 6,000 feet in eight minutes. Overall, especially given the limited amount of information that we currently possess, not a bad piece.

The New York Times' explainer map
The New York Times’ explainer map

The second comes to us from the Washington Post. What I enjoy about this piece is that it combines the altitude chart with the map. This gives a bit context to the fact that despite being still 6,000 feet above sea level, the aircraft was in fact flying into the high mountains of the Alps.

The Washington Post's explainer map
The Washington Post’s explainer map

Credit for the New York Times piece goes to the New York Times graphics department. And credit for the Washington Post piece goes to Gene Thorp and Richard Johnson.

The UK’s Genetic Clusters

I always enjoy the combination of two of my interests: data visualisation and genealogy. So this BBC article that references a Nature article piqued my interest. It looks at the distribution of DNA across the United Kingdom and identifies different cluster areas. The most important finding is that the Celts, i.e. the people of Scotland, Northern Ireland, Wales, and Cornwall are not a single genetic group. Another finding of interest to me is that the people of Devon are distinct from both Cornwall and Dorset, Devon’s bordering regions. That interest is because my New England ancestors largely hailed from Devon and Dorset.

The colours don't imply relationships, for what it's worth
The colours don’t imply relationships, for what it’s worth

Credit for the piece goes to the Nature article authors.

Tree Maps

Spring is the time for the blossoming of cherry trees. Philadelphia has its own cherry blossom festival, but Washington’s is even bigger. The Washington Post put together a small infographic about the the trees, the symbolism, and the reason behind the presence of Japanese trees in the capital of the United States.

But, mostly I get to say we have a good example of a tree map.

Tree map
Tree map

Credit for the piece goes to Samuel Granados.

Where to Catch Foul Balls

As we established yesterday, baseball is rumbling back to life with Spring Training. That means it is time to start buying tickets for games. But if, like me, you have never caught a foul ball or home run, you may want to sit in a location where you can optimise your chances. Where is that? Well, now we have an app for that, Ideal Seat, as covered by Time. It uses interactive maps of stadiums and data on where hit balls land to generate an average number of balls per game—an average of about 30 foul balls per game.

Safeco Field as a sample
Safeco Field as a sample

Credit for the piece goes to Ideal Seat.

Ukraine Retreats from Debaltseve

This is a short piece—it is only really an inline map—but it illustrates fairly well why Ukraine’s loss of Debaltseve in eastern Ukraine last week is kind of a big deal. Basically, the now mostly abandoned city is a transport hub linking the two quasi capitals of the Novorossiya.

Rebel-controlled area

Credit for the piece goes to Gene Thorp.

The American Shopping Mall

This past weekend Al-Shabab, the Al Qaeda affiliate based in Somalia, threatened shopping malls in the United States, Canada, and the United Kingdom. This threat carries a certain amount of weight given the deadly attack Al-Shabab launched against the Westgate Shopping Mall in Nairobi, Kenya a few years ago.

So what to look at today? Well, a few weeks back a colleague sent me a link to a Bloomberg article about the American shopping mall. The article examines the makeup of stores, the people shopping, and the regionalisation in the food court(s). On a personal note, I was glad to see that King of Prussia received a mention.

Auntie Anne's in KoP? I'd rather Philly Pretzel Factory
Auntie Anne’s in KoP? I’d rather Philly Pretzel Factory

Credit for the piece goes to Dorothy Gambrell and Patrick Clark.