Federal Reserve Economic Data

The FRED® Blog

The far-reaching effects of your Valentine’s Day chocolate

This post falls on February 14, Valentine’s Day, and our thoughts turn sweet. Specifically, to chocolate.

Chocolate is ubiquitous and delicious and sometimes frivolous, especially while strolling through the “impulse purchase” lanes of the supermarket. But chocolate can be of major importance to those who produce it, in particular to those who produce its raw material, cocoa.

The largest exporter of cocoa is Côte d’Ivoire (Ivory Coast) in West Africa. Cocoa beans and cocoa derivatives represent close to 40% of the exports for this country of 26 million residents. Cocoa matters a lot to Côte d’Ivoire.

The FRED graph above shows a couple of things:

  1. The price of cocoa is quite volatile, which happens with primary commodities. But price volatility can have big effects on economies that depend on that production.
  2. For cocoa in Côte d’Ivoire, we see that higher prices help reduce the country’s public debt. Of course, many other factors affect the public debt, such as other economic activity, debt conditions, and financial markets.

As you enjoy your chocolate, take a moment to consider its economic impact. And the sweetness of FRED data.

How this graph was created: Search FRED for “cocoa price.” From the graph, click on “Edit Graph,” open the “Add Line” tab, and search for and select “Cote d’Ivoire debt.” Use the “Format” tab to move the y-axis for the second line to the right side. Restrict the sample period to when data are available for both lines.

Suggested by Christian Zimmermann.

In mid-2020, the least wealthy gained the most net worth

The FRED Blog has discussed how the onset of the COVID-19 pandemic reduced the net worth of households. To recap: Your net worth is the difference between the value of your assets and the value of your liabilities. When the value of your assets decreases while the value of your liabilities stays constant, your net worth becomes smaller.

The ALFRED graph above shows that the largest reduction in household net worth during the first quarter of 2020 occurred for the wealthiest 1% of households. The high volatility of financial markets during that period and the differences in the distribution of total assets across different classes of households can help explain that.*

The same ALFRED graph also shows that, during the second quarter of 2020, household net worth increased all around, this time with the largest gains among the bottom 50% of households.

Given the large reduction in economic activity recorded during that time, this rebound is remarkable. Faster growth in home prices and the large accumulation of real estate assets among the least wealthy can help explain this gain in net worth. Also, much of the gains in asset values comes from expectations of higher future incomes, which may not correlate with current income nowadays.

*This post shows an ALFRED graph to display the data available at the time of writing. For the latest data, see this graph.

How this graph was created: From FRED’s main page, browse data by “Release.” Search for “Distributional Financial Accounts” and click on “Levels of Wealth by Wealth Percentile Groups.” From the table, select the “Total Net Worth” series held by each of the four wealth quantiles and click “Add to Graph.” Use “Edit Line 1” to change the graph units by selecting “Units: Percent change” and clicking “Copy to All.” Last, edit the graph “Format” by selecting “Graph type: Bars” and choosing colors to taste.

Suggested by Diego Mendez-Carbajo.

View on FRED, series used in this post: WFRBLB50107, WFRBLN09053, WFRBLN40080, WFRBLT01026

Seasonality in food prices: A bountiful harvest of FRED data

The FRED Blog has discussed shocks to meat and fish prices related to the COVID-19 pandemic. Shocks are unexpected changes in the supply or demand of a product or commodity that results in a sudden change in its price. Today, we discuss how the timing of harvesting seasons results in predictable changes in the prices of fresh fruit.

The FRED graph above uses data from the U.S. Bureau of Labor Statistics Consumer Price Index, Average Price Data release: It shows the quarterly dollar prices of a pound of Thompson seedless grapes (green circles) and a dry pint of strawberries (red circles).

When grapes are harvested at the end of the summer (the third quarter of the year) and strawberries are picked in the spring (the second quarter of the year), the abundant supply pushes down their prices to their annual lows. Notice how strawberry prices remain low—or even fall farther—during the third quarter of the year. This report from the Economic Research Service of the U.S. Department of Agriculture reviews these seasonal patterns and highlights the extended growing season for strawberries in the U.S.

For contrast, we also plot the quarterly dollar price of a pound of bananas. Because this fruit grows only in the tropics and tropical weather has little seasonal variation, bananas are picked year-round. There are almost no periodic and/or regular changes to banana prices.

To learn more about fruit price volatility, read this report from the Bureau of Labor Statistics. Like FRED, it is rich in nutrients.

How there graphs were created: For the first graph, search for “Grapes, Thompson Seedless, Per Lb. (453.6 Gm) in U.S. City Average.” Next, use the “Edit Graph” menu’s “Add Line” tab to add the series “Strawberries, Dry Pint, Per 12 Oz. (340.2 Gm) in U.S. City Average.” Next, edit Line 1: Click on “Modify frequency” and select “Quarterly.” Click on “Copy to All” to apply the same change to Line 2. Next, use the “Format” tabe and select “Mark type: Circle.” Last, select colors to taste. For the second graph, search for “Bananas, Per Lb. (453.6 Gm) in U.S. City Average” and repeat the above steps for unit frequency and graph format.

Suggested by Diego Mendez-Carbajo.

View on FRED, series used in this post: APU0000711211, APU0000711415, APU0000711417


Subscribe to the FRED newsletter


Follow us

Back to Top