Federal Reserve Economic Data

The FRED® Blog

The rise of education and health services

There’s little doubt that the prices of education and health care have risen considerably over the past decades. One reason for this is that more and more people work in these fields. The graph displays the share of workers in the education and health services sector among all employees: The share was about 4 percent in the 1940s and is now above 15 percent. Note also that this sector appears to be quite recession-proof: The share has gone up in all recent recessions, mostly because general employment declined while this sector’s employment did not. Interestingly, the employment share systematically stays up when the recession is over.

How this graph was created: Search for and select “All Employees: Education and Health Services,” and then modify the existing series by adding the “All Employees: Total nonfarm” series and applying the data transformation “a/b.” Choose graph type “Area” in the graph settings.

Suggested by Christian Zimmermann

View on FRED, series used in this post: PAYEMS, USEHS

Add FRED to your blog or web page

FRED now provides a widget for your web page or blog—like the one shown here. You can fully customize it and choose up to 10 series. In this case, we chose some popular series for Ireland. But the entire FRED database is available for this widget.

Note that FRED account holders can also create dashboards with the series they like to follow closely. Dashboards are much more customizable and can be made public; for example, you can share them with your readers, coworkers, or students.

How this widget was created: Learn more here.

Suggested by Christian Zimmermann

View on FRED, series used in this post: Settings must be an array

How much do Americans drive?

How many miles do Americans drive each month, each year, over the past 10 years…? FRED has the answers. The red line on the graph is a monthly series of miles driven. As you can see, it varies greatly according to the seasons of the year, which should surprise no one. One can clearly see the upward trend, but all the jaggedness makes it more difficult to see what’s been happening for the past 10 years or so. Has there been a recent decline?

To investigate, we can use a 12-month moving average of sorts that can be created in FRED. (This graph appears below the first one.) While some moving averages include about 6 months before and 6 months after a point in time, this moving average takes the average of the 12 preceding months, which smooths the series to make it more readable. In addition, this average is divided by the civilian noninstitutional population—that is, likely drivers. (The same result would be achieved if those below age 16 were removed from the overall data.) This second depiction makes it much clearer that, per capita, Americans are driving less these days.

How this graph was created: Search for “Vehicle Miles Traveled,” then add the data series “Moving 12-Month Total Vehicle Miles Traveled.” Add yet another series, “Civilian Noninstitutional Population,” but this time select the option to modify existing data series 2. For series 2, select right y-axis position and create the data transformation “a/b.”

Suggested by Christian Zimmermann

View on FRED, series used in this post: CNP16OV, M12MTVUSM227NFWA, TRFVOLUSM227NFWA


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