Federal Reserve Economic Data

All Employees: Education and Health Services: Private Education and Health Services in Monroe, MI (MSA) (MONR726EDUH)

May 2025: 5.50009
Updated: Jun 25, 2025 4:25 AM CDT
May 2025:  5.50009  
Apr 2025:  5.41155  
Mar 2025:  5.37278  
Feb 2025:  5.38114  
Jan 2025:  5.37251  
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Units:

Thousands of Persons,
Seasonally Adjusted

Frequency:

Monthly

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Notes

Source: U.S. Bureau of Labor Statistics  

Release: State Employment and Unemployment  

Units:  Thousands of Persons, Seasonally Adjusted

Frequency:  Monthly

Notes:

The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.

Suggested Citation:

U.S. Bureau of Labor Statistics, All Employees: Education and Health Services: Private Education and Health Services in Monroe, MI (MSA) [MONR726EDUH], retrieved from FRED, Federal Reserve Bank of St. Louis; https://fred.stlouisfed.org/series/MONR726EDUH, .

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