Explore resources provided by the Research Division at the Federal Reserve Bank of St. Louis.
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Source: U.S. Bureau of Labor Statistics
Release: State Employment and Unemployment
Units: Thousands of Persons, Seasonally Adjusted
Frequency: Monthly
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.
U.S. Bureau of Labor Statistics, All Employees: Education and Health Services in St. Louis, MO-IL (MSA) [STLEDUH], retrieved from FRED, Federal Reserve Bank of St. Louis; https://fred.stlouisfed.org/series/STLEDUH, May 24, 2022.
Source: U.S. Bureau of Labor Statistics
Release: State Employment and Unemployment
Units: Thousands of Persons, Seasonally Adjusted
Frequency: Monthly
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.
U.S. Bureau of Labor Statistics, All Employees: Professional and Business Services in St. Louis, MO-IL (MSA) [STLPBSV], retrieved from FRED, Federal Reserve Bank of St. Louis; https://fred.stlouisfed.org/series/STLPBSV, May 24, 2022.
Source: U.S. Bureau of Labor Statistics
Release: State Employment and Unemployment
Units: Thousands of Persons, Seasonally Adjusted
Frequency: Monthly
U.S. Bureau of Labor Statistics, All Employees: Total Nonfarm in St. Louis, MO-IL (MSA) [STLNA], retrieved from FRED, Federal Reserve Bank of St. Louis; https://fred.stlouisfed.org/series/STLNA, May 24, 2022.
Source: U.S. Bureau of Labor Statistics
Release: State Employment and Unemployment
Units: Thousands of Persons, Seasonally Adjusted
Frequency: Monthly
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.
U.S. Bureau of Labor Statistics, All Employees: Financial Activities in St. Louis, MO-IL (MSA) [STLFIRE], retrieved from FRED, Federal Reserve Bank of St. Louis; https://fred.stlouisfed.org/series/STLFIRE, May 24, 2022.
All Employees: Education and Health Services in St. Louis, MO-IL (MSA)
Annual, Not Seasonally Adjusted Monthly, Not Seasonally AdjustedAll Employees: Professional and Business Services in St. Louis, MO-IL (MSA)
Annual, Not Seasonally Adjusted Monthly, Not Seasonally AdjustedAll Employees: Total Nonfarm in St. Louis, MO-IL (MSA)
3-Month Average Change, Thousands of Persons, Monthly, Seasonally Adjusted Annual, Not Seasonally Adjusted Monthly, Not Seasonally AdjustedAll Employees: Financial Activities in St. Louis, MO-IL (MSA)
Annual, Not Seasonally Adjusted Monthly, Not Seasonally AdjustedAre you sure you want to remove this series from the graph? This can not be undone.