Both figures surpassed analyst expectations by a wide margin, and in January, the unemployment rate hit a 53-year low of 3.4%. With the recent release of February’s numbers, unemployment is now reported at a slightly higher 3.6%. A low unemployment rate is a classic sign of a strong economy. However, as this visualization shows, unemployment often reaches a cyclical low point right before a recession materializes.

Reasons for the Trend

In an interview regarding the January jobs data, U.S. Treasury Secretary Janet Yellen made a bold statement: While there’s nothing wrong with this assessment, the trend we’ve highlighted suggests that Yellen may need to backtrack in the near future. So why do recessions tend to begin after unemployment bottoms out?

The Economic Cycle

The economic cycle refers to the economy’s natural tendency to fluctuate between periods of growth and recession. This can be thought of similarly to the four seasons in a year. An economy expands (spring), reaches a peak (summer), begins to contract (fall), then hits a trough (winter). With this in mind, it’s reasonable to assume that a cyclical low in the unemployment rate (peak employment) is simply a sign that the economy has reached a high point.

Monetary Policy

During periods of low unemployment, employers may have a harder time finding workers. This forces them to offer higher wages, which can contribute to inflation. For context, consider the labor shortage that emerged following the COVID-19 pandemic. We can see that U.S. wage growth (represented by a three-month moving average) has climbed substantially, and has held above 6% since March 2022. The Federal Reserve, whose mandate is to ensure price stability, will take measures to prevent inflation from climbing too far. In practice, this involves raising interest rates, which makes borrowing more expensive and dampens economic activity. Companies are less likely to expand, reducing investment and cutting jobs. Consumers, on the other hand, reduce the amount of large purchases they make. Because of these reactions, some believe that aggressive rate hikes by the Fed can either cause a recession, or make them worse. This is supported by recent research, which found that since 1950, central banks have been unable to slow inflation without a recession occurring shortly after.

Politicians Clash With Economists

The Fed has raised interest rates at an unprecedented pace since March 2022 to combat high inflation. More recently, Fed Chairman Jerome Powell warned that interest rates could be raised even higher than originally expected if inflation continues above target. Senator Elizabeth Warren expressed concern that this would cost Americans their jobs, and ultimately, cause a recession. Powell remains committed to bringing down inflation, but with the recent failures of Silicon Valley Bank and Signature Bank, some analysts believe there could be a pause coming in interest rate hikes. Editor’s note: just after publication of this article, it was confirmed that U.S. interest rates were hiked by 25 basis points (bps) by the Federal Reserve. on

California’s GDP Compared to Countries

Comedian Trevor Noah once said America is fifty little countries masquerading as one. From an economic sense, this might carry some truth. When looking at the economic output of each state, especially the largest and wealthiest ones, they often compare to or even exceed the GDPs of entire nations. To illustrate, this visual from StatsPanda looks at California’s $3.36 trillion GDP using data from The World Bank and compares it to 10 sizable country economies. Let’s take a closer look.

Sizing Up California’s GDP in 2021

California’s $3+ trillion GDP is an enormous figure in its own right, so it’s no surprise that it is larger than certain nations’ economic output. But even when comparing with economies like Malaysia, Colombia, and Finland, all among the top 50 countries by GDP, California stands tall. What’s more, these 10 countries are quite densely populated, with a combined population of 653 million compared to California’s 39 million total.

A Closer Look At California’s Economy

What makes California’s GDP so vast and their economy so powerful? Relative population is a big factor, as the state is the most populous in the U.S. with roughly 12% of the country’s population calling it home. But since California’s GDP makes up over 15% of the country’s economic output, there must be something else at work. One key driver is the technology sector. Not only does Silicon Valley generate massive amounts of technological output, this also translates directly to wealth and economic activity. Many tech markets follow winner-take-all dynamics, bringing large revenues back to the state. In addition, smaller technology companies are frequently gobbled up by larger competitors, adding wealth back into the mix through M&A. This might partly explain why California’s GDP is actually estimated to overtake Germany’s in the coming years and become the world’s 4th largest economy.

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title: “Visualizing The Link Between Unemployment And Recessions” ShowToc: true date: “2023-03-20” author: “Dorothy Cowan”


Both figures surpassed analyst expectations by a wide margin, and in January, the unemployment rate hit a 53-year low of 3.4%. With the recent release of February’s numbers, unemployment is now reported at a slightly higher 3.6%. A low unemployment rate is a classic sign of a strong economy. However, as this visualization shows, unemployment often reaches a cyclical low point right before a recession materializes.

Reasons for the Trend

In an interview regarding the January jobs data, U.S. Treasury Secretary Janet Yellen made a bold statement: While there’s nothing wrong with this assessment, the trend we’ve highlighted suggests that Yellen may need to backtrack in the near future. So why do recessions tend to begin after unemployment bottoms out?

The Economic Cycle

The economic cycle refers to the economy’s natural tendency to fluctuate between periods of growth and recession. This can be thought of similarly to the four seasons in a year. An economy expands (spring), reaches a peak (summer), begins to contract (fall), then hits a trough (winter). With this in mind, it’s reasonable to assume that a cyclical low in the unemployment rate (peak employment) is simply a sign that the economy has reached a high point.

Monetary Policy

During periods of low unemployment, employers may have a harder time finding workers. This forces them to offer higher wages, which can contribute to inflation. For context, consider the labor shortage that emerged following the COVID-19 pandemic. We can see that U.S. wage growth (represented by a three-month moving average) has climbed substantially, and has held above 6% since March 2022. The Federal Reserve, whose mandate is to ensure price stability, will take measures to prevent inflation from climbing too far. In practice, this involves raising interest rates, which makes borrowing more expensive and dampens economic activity. Companies are less likely to expand, reducing investment and cutting jobs. Consumers, on the other hand, reduce the amount of large purchases they make. Because of these reactions, some believe that aggressive rate hikes by the Fed can either cause a recession, or make them worse. This is supported by recent research, which found that since 1950, central banks have been unable to slow inflation without a recession occurring shortly after.

Politicians Clash With Economists

The Fed has raised interest rates at an unprecedented pace since March 2022 to combat high inflation. More recently, Fed Chairman Jerome Powell warned that interest rates could be raised even higher than originally expected if inflation continues above target. Senator Elizabeth Warren expressed concern that this would cost Americans their jobs, and ultimately, cause a recession. Powell remains committed to bringing down inflation, but with the recent failures of Silicon Valley Bank and Signature Bank, some analysts believe there could be a pause coming in interest rate hikes. Editor’s note: just after publication of this article, it was confirmed that U.S. interest rates were hiked by 25 basis points (bps) by the Federal Reserve. on

California’s GDP Compared to Countries

Comedian Trevor Noah once said America is fifty little countries masquerading as one. From an economic sense, this might carry some truth. When looking at the economic output of each state, especially the largest and wealthiest ones, they often compare to or even exceed the GDPs of entire nations. To illustrate, this visual from StatsPanda looks at California’s $3.36 trillion GDP using data from The World Bank and compares it to 10 sizable country economies. Let’s take a closer look.

Sizing Up California’s GDP in 2021

California’s $3+ trillion GDP is an enormous figure in its own right, so it’s no surprise that it is larger than certain nations’ economic output. But even when comparing with economies like Malaysia, Colombia, and Finland, all among the top 50 countries by GDP, California stands tall. What’s more, these 10 countries are quite densely populated, with a combined population of 653 million compared to California’s 39 million total.

A Closer Look At California’s Economy

What makes California’s GDP so vast and their economy so powerful? Relative population is a big factor, as the state is the most populous in the U.S. with roughly 12% of the country’s population calling it home. But since California’s GDP makes up over 15% of the country’s economic output, there must be something else at work. One key driver is the technology sector. Not only does Silicon Valley generate massive amounts of technological output, this also translates directly to wealth and economic activity. Many tech markets follow winner-take-all dynamics, bringing large revenues back to the state. In addition, smaller technology companies are frequently gobbled up by larger competitors, adding wealth back into the mix through M&A. This might partly explain why California’s GDP is actually estimated to overtake Germany’s in the coming years and become the world’s 4th largest economy.

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