Decoding U.S. Election Day in 9 Key Charts - Visual Capitalist
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Decoding U.S. Election Day in 9 Key Charts

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After a tumultuous election cycle, the time has come at last for Americans to cast their ballots.

Media coverage has reached a fever pitch, and keeping up with the news cycle can be daunting for anyone. To keep the voting public and interested onlookers informed, we’ve compiled nine key charts that can help in answering key questions that people will have today:

  • Who’ll win the U.S. presidential election?
  • How could swing states flip?
  • When will we know the election results?
  • What are the stakes?
  • What does the rest of the world think?

Let’s start with the biggest—and most challenging—of these topics first.

Who’ll Win the Election?

As the world learned in 2016, answering this question is not as simple as it looks—even when the poll results point to a clear victory.

Chart #1: Biden remains the odds-on favorite

In 2020’s race, the poll results are once again stacked against President Trump. Here’s a look at who’s ahead in aggregated national polls:

National U.S. election aggregated polls

Source: FiveThirtyEight

Although this election cycle has been a wild ride, that volatility isn’t necessarily reflected in the polls. Over the past three months, Joe Biden’s lead in the national polls has not dipped below three percentage points.

Chart #2: Viewing odds through a 2016 lens

That said, after the colossal miscalculation by the media and pollsters in 2016, many people are skeptical of the accuracy of polls. Luckily, there’s a way to look at predictions through a more skeptical lens. As this table from FiveThirtyEight demonstrates, even if the results are as wrong as in 2016, Joe Biden is still predicted to win.

Margin of error in polls 2016

Chart #3: Betting markets also agree

Prediction markets are another way to try to gauge how the election could turn out. Traders on PredictIt are also leaning towards a Biden win on election day. President Trump’s COVID-19 diagnosis in early October served as a pivot point in that market.

Prediction markets for the U.S. election

Chart #4: The Sultans of Swing

There are a few swing states which will be hotly contested, with the candidates focusing their final days of campaigning on these.

Pennsylvania has received the most visits from both Trump and Biden since their last debate on October 22nd, with Trump visiting the state seven times and Biden stopping by four times.

Swing states summary

Swing states have had strong early voting turnouts. In fact, the number of early voters in many swing states is already set to surpass the total number of voters they saw in the 2016 election.

While Arizona and Georgia have voted red for the past five elections, early predictions point to these states possibly turning blue in 2020.

When Will We Know the Election Results?

While the result of the presidential election is typically known on the night of the election itself, this year could see delays due to the tight race and the amount of mail-in ballots.

No matter what, state election disputes need to be settled before December 8th, the “safe-harbor deadline”. After this date, states run the risk of having Congress refuse to accept their electoral votes, with Congress also resolving any left over disputes.

Each state’s electors then meet on December 14th in order to elect the president and vice-president. Depending on how that goes, this interactive election timeline by The Guardian looks at a few nightmare scenarios that the U.S. could get caught in.

Chart #5: Visualizing mail-in ballots so far

Mail-in ballots can slow down the election result due to late ballot deadlines and the pre-processing required for them to be counted. Expect to see a correlation between states with high mail-in ballot numbers and how long it takes them to call their result.

Ballot deadlines depend on the state, with some states accepting ballots up until November 23rd as long as they were postmarked by election day.

While some states can start pre-processing ballots before election day, others can’t start until election day itself. Some counties (including some in swing state Pennsylvania) won’t be starting mail-in ballot counting until November 4th due to limited resources.

Why Are the Stakes So High?

Voters from both parties are heavily invested in who wins this election—a trend that’s been on the rise for years, coinciding with increasing amounts of political polarization.

Chart #6: Voter apathy, no more

According to a recent survey by Pew Research Center, 83% of voters say it “really matters” who becomes the next president. In 2000, only 50% felt so strongly about the outcome of the election.

Voter apathy

To be fair, this year is also unique given a global pandemic—and this has certainly weighed heavily on many voters, creating more urgency than normal.

In fact, according to a survey conducted by Gallup in April 2020, 45% of Americans think Coronavirus/disease is the most important issue the country is currently facing.

Chart #7: Voters See COVID as a Top Concern

Research has shown a correlation so far between COVID-related deaths and reduced support for the incumbent. According to this graph from the New York Times, Trump’s approval rating tends to be lower in counties with higher death rates.

U.S. voting COVID-19

Chart #8: The price of democracy

The exceptionally high stakes could be a reason why this election is expected to be the most expensive to date. Spending is projected to reach over $13 billion, almost double the amount spent in 2016.

U.S. election spending

Source: Center for Responsive Politics

Chart #9: What the rest of the world thinks

Americans aren’t the only ones invested in the U.S. presidential election this year. The whole world is watching, and according to Ipsos, the majority is rooting for Biden.

How would the world vote?

But of course, the world doesn’t get to cast a vote today, making this final chart a moot point.

The real decision makers will be in the American electorate—and the forthcoming result will be on people’s minds for days, months, or maybe even years to come.

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Markets

Mapped: Economic Freedom Around the World

The global average economic freedom score is at the highest its been in 27 years. Here we map the economic freedom score of nearly every country.

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Map of Global Economic Freedom

Mapped: Economic Freedom Around the World

How would you define a country’s economic freedom?

The cornerstones of economic freedom by most measures are personal choice, voluntary exchange, independence to compete in markets, and security of the person and privately-owned property. Simply put, it is about the quality of political and economic institutions in countries.

Based on the Index of Economic Freedom by the Heritage Organization, we mapped the economic freedom of 178 countries worldwide.

Measures of Economic Freedom

The index uses five broad areas to score economic freedom for each country:

  1. Size of Government: Greater government spending, taxation, and bigger government agencies tend to reduce individual choice and economic freedom.
  2. Legal System and Property Rights: The ability to accumulate private property and wealth is a central motivating force for workers and investors in a market economy, and well-functioning legal frameworks protect the rights of all citizens.
  3. Sound Money: Does earned money maintain its value, or is it lost to inflation? When inflation is high and volatile, individuals can’t plan for the future and use economic freedom effectively.
  4. Freedom to Trade Internationally: Freedom to exchange—in its broadest sense, buying, selling, making contracts, and so on—is considered essential to economic prosperity. Limited international trading options significantly reduce the potential for growth.
  5. Regulation: When governments utilize tools and impose oppressive regulations that limit the right to exchange, economic freedom typically suffers.

World Economic Freedom by Region

In 2021, the global average economic freedom score is 61.6, the highest its been in 27 years.

But from Mauritius and smaller African nations being beacons of hope to East Asian and Oceanic countries epitomizing economic democracy, every region has a different story to tell.

Let’s take a look at the economic freedom of each region in the world.

Americas

Even though the U.S. and Canada continue to be some of the most economically free countries globally, some markers are suffering.

The regional average unemployment rate has risen to 6.9%, and inflation (outside of Venezuela) has increased to 5.2%. The region’s average level of public debt—already the highest globally—rose to 85.2% of its GDP during the past year.

Map of Economic Freedom in the Americas

Across many Latin American countries, widespread corruption and weak protection of property rights have aggravated regulatory inefficiency and monetary instability.

For example, Argentina’s Peronist government has recently fixed the price of 1,432 products as a response to a 3.5% price rise in September, the equivalent to a 53% increase if annualized.

Europe

More than half of the world’s 38 freest countries (with overall scores above 70) are in Europe. This is due to the region’s relatively extensive and long-established free-market institutions, the robust rule of law, and exceptionally strong investment freedom.

However, Europe still struggles with a variety of policy barriers to vigorous economic expansion. This includes overly protective and costly labor regulations, which was one of the major reasons why the UK voted to leave the EU.

Map of Economic Freedom in Europe

Brexit has since had a major impact on the region.

Even a year later, official UK figures showed a record fall in trade with the EU in January 2021, as the economy struggled with post-Brexit rules and the pandemic.

Africa

Dictatorships, corruption, and conflict have historically kept African nations as some of the most economically repressed in the world.

While larger and more prosperous African nations struggle to advance economic freedom, some smaller countries are becoming the beacon of hope for the continent.

Map of Economic Freedom in Africa

Mauritius (rank 11), Seychelles (43) and Botswana (45) were the top African countries, offering the most robust policies and institutions supporting economic self-sufficiency.

From property rights to financial freedom, small African countries are racing ahead of the continent’s largest in advancing economic autonomy as they look to build business opportunities for their citizens.

Middle East and Central Asia

When Israel, the UAE, and Bahrain signed the Abraham Accords last year, there was a sense of a new paradigm emerging in a region with a long history of strife.

A year into the signing of this resolution, the effects have been promising. There have been bilateral initiatives within the private sector and civil society leading to increasing economic and political stability in the region.

Map of Economic Freedom in Middle East and Central Asia

Central Asian countries once part of the Soviet Union have recently starting integrating more directly with the world economy, primarily through natural resource exports. In total, natural resources account for about 65% of exports in Kyrgyzstan, Tajikistan, and Uzbekistan, and more than 90% in Kazakhstan and Turkmenistan.

Despite this progress, these countries have a long way to go in terms of economic freedom. Uzbekistan (108), Turkmenistan (167) and Tajikistan (134) are still some of the lowest-ranked countries in the world.

East Asia and Oceania

Despite massive populations and strong economies, countries like China and India remain mostly unfree economies. The modest improvements in scores over the last few years have been through gains in property rights, judicial effectiveness, and business freedom indicators.

Nearby, Singapore’s economy has been ranked the freest in the world for the second year in a row. Singapore remains the only country in the world that is considered economically free in every index category.

Map of Economic Freedom in East Asia and Oceania

Finally, it’s worth noting that Australia and New Zealand are regional leaders, and are two of only five nations that are currently in the “free” category of the index.

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Animation: How the European Map Has Changed Over 2,400 Years

The history of Europe is breathtakingly complex, but this animation helps makes sense of 2,400 years of change on the European map.

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history of europe video

How the European Map Has Changed Over 2,400 Years

The history of Europe is breathtakingly complex. While there are rare exceptions like Andorra and Portugal, which have had remarkably static borders for hundreds of years, jurisdiction over portions of the continent’s landmass have changed hands innumerable times.

Today’s video comes to us from YouTube channel Cottereau, and it shows the evolution of European map borders starting from 400 BC. Empires rise and fall, invasions sweep across the continent, and modern countries slowly begin to take shape (with the added bonus of an extremely dramatic instrumental).

Below are nine highlights and catalysts that shifted the dividing lines of the European map:

146 BC – A Year of Conquest

146 BC was a year of conquest and expansion for the Roman Republic. The fall of Carthage left the Romans in control of territory in North Africa, and the ransack and destruction of the Greek city-state of Corinth also kickstarted an era of Roman influence in that region. These decisive victories paved the way for the Roman Empire’s eventual domination of the Mediterranean.

117 AD – Peak Roman Empire

The peak of the Roman Empire is one of the more dramatic moments shown on this animated European map. At its height, under Trajan, the Roman Empire was a colossal 1.7 million square miles (quite a feat in an era without motorized vehicles and modern communication tools). This enormous empire remained mostly intact until 395, when it was irreparably split into Eastern and Western regions.

Extent of the Roman Empire on European Map

370 AD – The Arrival of the Huns

Spurred on by severe drought conditions in Central Asia, the Huns reached Europe and found a Roman Empire weakened by currency debasement, economic instability, overspending, and increasing incursions from rivals along its borders.

The Huns waged their first attack on the Eastern Roman Empire in 395, but it was not until half a century later—under the leadership of Attila the Hun—that hordes pushed deeper into Europe, sacking and razing cities along the way. The Romans would later get their revenge when they attacked the quarreling Goths and Huns, bouncing the latter out of Central Europe.

1241 – The Mongol Invasion of Europe

In the mid-13th century, the “Golden Horde” led by grandsons of Genghis Khan, roared into Russia and Eastern Europe sacking cities along the way. Facing invasion from formidable Mongol forces, central European princes temporarily placed their regional conflicts aside to defend their territory. Though the Mongols were slowly pushed eastward, they loomed large on the fringes of Europe until almost the 16th century.

1362 – Lithuania

Today, Lithuania is one of Europe’s smallest countries, but at its peak in the middle ages, it was one of the largest states on the continent. A pivotal moment for Lithuania came after a decisive win at the Battle of Blue Waters. This victory stifled the expansion of the Golden Horde, and brought present-day Ukraine into its sphere of influence.

1648 – Kleinstaaterei

The end of the Holy Roman Empire highlights the extreme territorial fragmentation in Germany and neighboring regions, in an era referred to as Kleinstaaterei.

European map with Holy Roman fragments

Even as coherent nation states formed around it, the Holy Roman Empire and its remnants wouldn’t coalesce until Germany rose from the wreckage of the Franco-Prussian War in 1871. Unification helped position Germany as a major power, and by 1900 the country had the largest economy in Europe.

1919 – The Ottoman Empire

The Ottoman Empire—a fixture in Eastern Europe for hundreds of years—was in its waning years by the beginning of the 20th century. The empire had ceded territory in two costly wars with Italy and Balkan states, and by the time the dust cleared on WWI, the borders of the newly minted nation of Turkey began at the furthest edge of continental Europe.

1942 – Expanding and Contracting Germany

At the furthest extent of Axis territory in World War II, Germany and Italy controlled a vast portion of continental Europe. The map below shows occupied land and areas of influence at the height of Germany’s territorial expansion.

Europe at the height of German military expansion

After the war, Germany again became fragmented into occupation zones—this time, overseen by the United States, France, Great Britain, and the Soviet Union. Germany would not be made whole again until 1990, when a weakening Soviet Union loosened its grip on East Germany.

1991 – Soviet Dissolution

In the decades following WWII, the political boundaries of the European map remained relatively stable—that is, until the dissolution of the Soviet Union in 1991. Almost overnight, the country’s entire western border splintered into independent nations. When the dust settled, there were 15 breakaway republics, six of which were in Europe.

Soviet Union successions

Bonus: If you liked the video above, be sure to watch this year-by-year account of who ruled territories across Europe.

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