| Title | Release Dates | |
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| All Employees: Local Government Educational Services in Allentown-Bethlehem-Easton, PA-NJ (MSA) | 2014-01-28 | 2019-08-16 |
| Source | ||
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| Federal Reserve Bank of St. Louis | 2014-01-28 | 2018-11-15 |
| U.S. Bureau of Labor Statistics | 2014-01-28 | 2018-11-15 |
| Federal Reserve Bank of St. Louis | 2018-11-16 | 2019-04-18 |
| U.S. Bureau of Labor Statistics | 2018-11-16 | 2019-04-18 |
| Federal Reserve Bank of St. Louis | 2019-04-19 | 2019-08-16 |
| U.S. Bureau of Labor Statistics | 2019-04-19 | 2019-08-16 |
| Release | ||
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| State and Metro Area Employment, Hours, and Earnings | 2014-01-28 | 2019-08-16 |
| Units | ||
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| Thousands of Persons | 2014-01-28 | 2019-08-16 |
| Frequency | ||
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| Monthly | 2014-01-28 | 2019-08-16 |
| Seasonal Adjustment | ||
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| Seasonally Adjusted | 2014-01-28 | 2019-08-16 |
| Notes | ||
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The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'x12' package from R with default parameter settings. The package uses the U.S. Bureau of the Census X-12-ARIMA Seasonal Adjustment Program. More information on the 'x12' package can be found at http://cran.r-project.org/web/packages/x12/x12.pdf. More information on X-12-ARIMA can be found at http://www.census.gov/srd/www/x12a/.
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2014-01-28 | 2018-11-15 |
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The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'x12' package from R with default parameter settings. The package uses the U.S. Bureau of the Census X13-ARIMA-SEATS Seasonal Adjustment Program. More information on the 'x12' package can be found at https://cran.r-project.org/web/packages/x12/index.html. More information on X13-ARIMA-SEATS can be found at https://www.census.gov/srd/www/x13as/.
|
2018-11-16 | 2019-04-18 |
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The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodel' 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 'statsmodel' X-13ARIMA-SEATS package can be found at https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html. More information on X-13ARIMA-SEATS can be found at https://www.census.gov/srd/www/x13as/. 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. |
2019-04-19 | 2019-08-16 |
