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Election Analytics Blog

Dominic Skinnion, Harvard College

Introduction: Past Elections

September 11, 2020


Election History

It is important for us to look at historical trends in order to better inform ourselves on current and future trends. For this reason, this introductory blog post will focus exclusively on past elections. Rather than trying to predict the 2020 election with models, this week, I will simply look at trends from past elections. Specifically, I’d like to explore which states were swing states in 2016, which way they swung, how they have changed over time, and how 2016 battleground states swung.

Swing States

For the purposes of this post, “vote swing,” or simply “swing,” refers to the difference in a state’s voting proportions from election to election. Here, we will focus on each state’s Democratic swing (i.e. the difference in the state’s proportion of votes that go to the Democratic Candidate in the Presidential Election from the last election to this election). In this way, “Swing State” will refer to a state that has experienced a large swing towards either the Democratic or Republican Candidate compared to the last election. This is different from the other definition of a “Swing State” where we look at how close the election seems. Mathematically, this can be calculated as:

(Dy / (Dy+Ry)) - (Dy-4 / (Dy-4+Ry-4))

where Dy and Ry are the number of votes for the Democratic Candidate and Republican Candidate in the current election, and Dy-4 and Ry-4 are the number of votes for the Democratic Candidate and Republican Candidate in the prior election. Note that a positive value means that the state has swung more Democratic, and a negative value means that the state has swung more Republican.


2016 Election Swing


2016 Presidential Election Swing Map

The more blue that a state is, the more that their votes swung in favor of the Democratic Candidate in 2016 compared to 2012. The more red that a state is, the more that their votes swung in favor of the Republican Candidate in 2016 compared to 2012. This does not mean that the state voted the way that it swung, but rather that the state’s proportion of votes has shifted more that way. For example, from 2012 to 2016, we can see that Utah swung more Democratic, but it still voted Republican, and that New York swung more Republican, but it still voted Democratic.

States that swung the most from 2012 to 2016:

It is interesting to note that only one of these ten states swung more Democratic. This tells us that 1) Trump did a much better job of swinging voters who had voted for Obama and retaining voters who had voted for Romney; and 2) Clinton did a poor job of swinging voters who had voted for Romney and retaining voters who had voted for Obama.


Modern Election Swings (1980 to 2016)


Modern Election Swing Maps

In 1980, 2000, and 2012, the maps are almost completely red, meaning that almost all of the 50 states during those years swung more Republican compared to the previous election.

In 1988, 1992, and 2008, the maps are almost completely blue, meaning that almost all of the 50 states during those years swung more Democratic compared to the previous election.

We can also see that there are not really any states that consistently don’t swing from time to time. This means that although some states may be Democratic or Republican strongholds, their respective proportions nonetheless changing.


Battleground State Swings


Battleground State Swings

For the purposes of this post, I’ve defined “battleground states” as states whose Two-Party-Vote-Shares differ by no more than 5%. 10 states are thus defined as battleground states.

In this graphic, the battleground states are listed by how close the 2016 Presidential Election was, with Michigan the closest. Out of the 10 battleground states, only one, Arizona, swung more Democratic. All of the rest swung more Republican. If these trends continue, Trump’s lead in those battleground states will continue to grow. However, if Biden can win back ground lost by Clinton, then these trends may be reversed.

Most of these battleground states have swung more Republican in 2012 and 2016, but some have also swung more Democratic in 2000-2008. If Biden can build on the trends that pushed states to swing more towards Obama, he may stand a chance. If Trump continues to swing states more Republican, he will further strengthen his base.

Data Sources:

Data is from state-level presidential election results, 1948-2016.