County-level results from the 2016 U.S. presidential election
Color = winner and margin of victory
Height = total number of votes (all candidates)
Full screen version / See how this map was made
Election maps are telling you big lies about small things
The typical red/blue election map is in some ways deceiving. The one below shows the county-level results for the 2016 election. To look at all the red it would appear Republicans dominated the race. In reality, Democrats received a larger share of the popular vote.
As with most maps that represent information using color, red/blue election maps are great for communicating categorical data (in this case, which candidate won county X?). But they don’t do a very good job conveying magnitude (how important is county X compared to other counties?).
For example, L.A. County alone has a population of over 10 million. That’s more than the combined population of 10 entire states. Maine, New Hampshire, Rhode Island, Montana, Delaware, South Dakota, Alaska, North Dakota, Vermont, and Wyoming together have a total population of just over 9 million.
One alternative that has become popular this year is to map the election results using a cartogram, something Professor Mark Newman at the University of Michigan has been advocating for a long time. His maps deform the shape of each state/county so that each area is sized proportional to its population. The one below also uses a spectrum of colors, rather than just red and blue, to show how close the vote was in each county.
Credit: Mark Newman, University of Michigan
I like cartograms and use them often myself, but they do have shortcomings. Namely, the shapes can become unfamiliar, making it difficult to recognize what the different areas are. Some people also find the deformations weird and uncomfortable to look at.
Another possibility is to use a tiled cartogram, like this one by FiveThirtyEight. It’s less weird-looking than a continuous-area cartogram (whether that is a good or bad thing) and the locations are more recognizable. Tiled cartograms work great for quickly summarizing state-level results, as they are used on FiveThirtyEight.
However, it gets increasingly difficult to build maps like this as you move to finer levels of granularity. At the county level, the hexagons would have to be extremely small to get the sizes and shapes right. For all intents and purposes, it would become a continuous-area cartogram like the map above it.
A 3D map like the one at the top, sometimes called a prism map is another possibility. By extending each region into the 3rd dimension, it’s possible to show the relative importance of each region while retaining the map’s shape, keeping the areas recognizable. In this case, the height of each county corresponds to its total number of votes, though it could just as easily show population or share of the electoral vote.
For a closer look, see the full screen interactive version.
- Credit to Mark Kearney for the county-level election data, results as of 11/13/2016 (preliminary).
- The 3D map was built with Blueshift, the map-making tool I’ve been working on, which I’m happy to say is now almost complete. If you’d like to give Blueshift a try you can find more information here. To see it in action, here is a video showing how this map was made.
My latest project, Elementus, aims to bring transparency to the cryptocurrency market. Check out our blog for some crypto-related data visualizations.
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