Charting the Korean War’s Missing Troops

By Matt Stiles | | Topics: North Korea, Policy & Politics, South Korea

I wrote recently about the effort to get North Korea to return some of the remains of United States troops who are still unaccounted for since the Korean War.

More than 7,000 troops — almost all presumed dead — never came home after the conflict, which ended with an armistice in 1953. There’s new hope that recent diplomacy between the United States and North Korea might allow some of those remains to come home.

The Defense POW/MIA Accounting Agency, whose mission is to find these troops from several past conflicts and identify them, posts data on those from the Korean War.

My friend Bob Rudis graciously helped me free the data from its original PDF format (though the agency later released a spreadsheet in response to my requests). BTW: Bob did an excellent job documenting his process for cleaning the data and creating a chart.

I had to give some visualizations a try, too.

More than 30,000 United States troops died in the war, a brutal conflict dramatically changed by the involvement of Chinese forces after an initially strong advance into the North by the Americans early in the fighting.

Many of those who never came home were pilots, like one I profiled recently, or ground troops engaged in tough fighting at places like the Chosin Reservoir.

Here’s the timeline for when these “unaccounted for” troops were lost over the course of the war (the winter 1950 spikes represent the Chinese counterattack and the Chosin Reservoir battle):

Here are the days of the week in which those losses occurred. This could be random chance, but some 300 troops were reported lost on Dec. 2, 1950, as especially fierce fighting with the Chinese erupted during a battle around Yudam-ni. It was a Thursday:

Most of those lost were, of course, from the U.S. Army, which endured heavy casualties. The soldiers’ fates were made more perilous by the freezing weather conditions:

The most populous states, as you’d expect, lost the most troops. Those still missing came from all over the United States, though, and this map shows the rate of loss per 10,000 population (as of 1950). States such Alaska, Nevada and some in the Northeast and Mid Atlantic experienced a disproportionate loss.

You can get the data here and, again, check out Bob Rudis’ own documentation showing how the data were converted from PDF and visualized using R.

Happy Valentine’s Day, America: Charting Our Declining Marriage Rate

By Matt Stiles | | Topics: Demographics

It’s Valentine’s Day, a perfect time to note that the marriage rate in the United States has been on a steady decline for decades, save for a brief spike in 2012.

So romantic.

Here’s the rate per 1,000 people since 1997:

You can also view that rate by state. What’s up with you, Hawaii? (I’ve excluded Nevada, which skewed the axes for all the small multiples because of its freewheeling marriage culture). There are some interesting trends here, but most states remain relatively close to the national rate:

Here’s the 2015 marriage rate, by state, on a tile grid map:

New Poverty Data Show Improving Economic Conditions in States

By Matt Stiles | | Topics: Economy & Finance

Economic conditions continue to improve in America’s states, with many showing significant declines in their poverty rates, according to new survey data released recently by the U.S. Census Bureau.

About 14.7 percent of the American population had incomes last year that were below their respective poverty levels, which vary depending on household size — a significant decline from 2014.

NFL Geography: Where Were Professional Football Players Born?

By Matt Stiles | | Topics: Demographics, Sports

nfl-players

Are states proportionally represented on the historical list of National Football League players? That’s the question I had four years ago when I posted two simple state-by-state maps summarizing players’ birth places.

That post has been surprisingly popular, so I decided to remix the visualization a bit — replacing the old choropleth maps with tile grids.

Let’s Tess(t)ellate: The Electoral College in Tile Grid Maps, 1980-2012

By Matt Stiles | | Topics: Policy & Politics

I recently added some new charting tools here thanks to NPR’s excellent daily graphics rig, which we used recently to compare air quality in Seoul with other large cities.

There’s still plenty of tinkering to be done here with the rig, especially with deployment to WordPress. But as a first public test, I made several tile grid maps to show Electoral College results in presidential elections since 1980. The “maps” use a tessellated grid of hexagons, rather than actual geographic shapes, to show Republican red and Democratic blue.