Table Data - All Employees: Education and Health Services: Private Education and Health Services in Birmingham, AL (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Birmingham, AL (MSA) |
|---|---|
| Series ID | BIRM801EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:40 AM CDT |
| 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. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 42.7711569974 |
| 1990-02-01 | 42.9004302475 |
| 1990-03-01 | 42.9569571168 |
| 1990-04-01 | 43.0710153389 |
| 1990-05-01 | 43.2519163970 |
| 1990-06-01 | 43.6459857288 |
| 1990-07-01 | 43.6036607057 |
| 1990-08-01 | 43.5855683199 |
| 1990-09-01 | 43.9007588190 |
| 1990-10-01 | 44.1660274236 |
| 1990-11-01 | 44.6101740813 |
| 1990-12-01 | 44.6081664446 |
| 1991-01-01 | 44.0929259427 |
| 1991-02-01 | 44.4026672920 |
| 1991-03-01 | 44.5426039411 |
| 1991-04-01 | 44.6758910577 |
| 1991-05-01 | 44.7552207227 |
| 1991-06-01 | 44.8490093675 |
| 1991-07-01 | 45.2030748513 |
| 1991-08-01 | 45.3031448447 |
| 1991-09-01 | 45.4840061918 |
| 1991-10-01 | 45.6620294087 |
| 1991-11-01 | 45.9072168142 |
| 1991-12-01 | 46.1941970709 |
| 1992-01-01 | 46.9281488546 |
| 1992-02-01 | 46.8135270707 |
| 1992-03-01 | 46.9182711924 |
| 1992-04-01 | 47.2820671847 |
| 1992-05-01 | 47.4526131640 |
| 1992-06-01 | 47.5621664694 |
| 1992-07-01 | 47.6025572936 |
| 1992-08-01 | 47.9210234136 |
| 1992-09-01 | 48.0598435699 |
| 1992-10-01 | 48.2636879044 |
| 1992-11-01 | 48.3906473081 |
| 1992-12-01 | 48.4680662801 |
| 1993-01-01 | 48.7721594673 |
| 1993-02-01 | 48.8304636082 |
| 1993-03-01 | 49.0912123675 |
| 1993-04-01 | 49.3027286521 |
| 1993-05-01 | 49.4418316366 |
| 1993-06-01 | 49.5602229743 |
| 1993-07-01 | 50.2118448834 |
| 1993-08-01 | 49.9371623932 |
| 1993-09-01 | 49.9118069333 |
| 1993-10-01 | 50.0635355280 |
| 1993-11-01 | 50.1869030974 |
| 1993-12-01 | 50.2476919203 |
| 1994-01-01 | 50.1063501922 |
| 1994-02-01 | 50.3725927956 |
| 1994-03-01 | 50.3893368849 |
| 1994-04-01 | 50.2170577517 |
| 1994-05-01 | 50.3284273974 |
| 1994-06-01 | 50.5517394404 |
| 1994-07-01 | 50.7022044506 |
| 1994-08-01 | 50.5104623086 |
| 1994-09-01 | 50.8729486683 |
| 1994-10-01 | 50.3789755894 |
| 1994-11-01 | 50.6765451657 |
| 1994-12-01 | 50.8161163881 |
| 1995-01-01 | 51.0660862348 |
| 1995-02-01 | 51.4221834065 |
| 1995-03-01 | 51.2210726394 |
| 1995-04-01 | 51.1428959842 |
| 1995-05-01 | 51.2101641885 |
| 1995-06-01 | 51.7338129740 |
| 1995-07-01 | 51.0784363859 |
| 1995-08-01 | 51.0669442657 |
| 1995-09-01 | 50.9241983102 |
| 1995-10-01 | 51.0821752136 |
| 1995-11-01 | 51.3756291565 |
| 1995-12-01 | 51.3823740042 |
| 1996-01-01 | 51.3250846513 |
| 1996-02-01 | 51.2847875571 |
| 1996-03-01 | 51.4805766313 |
| 1996-04-01 | 51.3624920040 |
| 1996-05-01 | 51.3979430031 |
| 1996-06-01 | 51.3142533157 |
| 1996-07-01 | 51.3248936065 |
| 1996-08-01 | 51.4937572711 |
| 1996-09-01 | 51.9875482422 |
| 1996-10-01 | 52.1949258348 |
| 1996-11-01 | 52.1688875887 |
| 1996-12-01 | 52.4472136965 |
| 1997-01-01 | 53.2085181794 |
| 1997-02-01 | 53.2394431159 |
| 1997-03-01 | 53.3463774768 |
| 1997-04-01 | 54.0830340110 |
| 1997-05-01 | 54.0897390991 |
| 1997-06-01 | 54.4261724613 |
| 1997-07-01 | 54.4574171407 |
| 1997-08-01 | 54.8298877563 |
| 1997-09-01 | 54.6424874931 |
| 1997-10-01 | 54.6895715222 |
| 1997-11-01 | 54.8609946024 |
| 1997-12-01 | 54.8408810311 |
| 1998-01-01 | 54.4735859380 |
| 1998-02-01 | 54.4602138737 |
| 1998-03-01 | 54.3063364621 |
| 1998-04-01 | 54.4820753220 |
| 1998-05-01 | 54.8011236709 |
| 1998-06-01 | 54.6254320771 |
| 1998-07-01 | 54.8832820406 |
| 1998-08-01 | 54.5644969881 |
| 1998-09-01 | 54.3523762183 |
| 1998-10-01 | 54.2132972998 |
| 1998-11-01 | 54.0485772573 |
| 1998-12-01 | 54.0778783285 |
| 1999-01-01 | 53.6187895680 |
| 1999-02-01 | 53.5173157503 |
| 1999-03-01 | 53.6151881264 |
| 1999-04-01 | 53.4885403851 |
| 1999-05-01 | 53.5269562566 |
| 1999-06-01 | 54.0249169593 |
| 1999-07-01 | 53.8180532343 |
| 1999-08-01 | 53.7503345467 |
| 1999-09-01 | 53.9754184855 |
| 1999-10-01 | 53.8302766120 |
| 1999-11-01 | 53.8291099454 |
| 1999-12-01 | 54.1408601890 |
| 2000-01-01 | 54.5649074521 |
| 2000-02-01 | 54.5529935337 |
| 2000-03-01 | 54.5783326942 |
| 2000-04-01 | 54.5682860181 |
| 2000-05-01 | 54.7561926896 |
| 2000-06-01 | 54.8229794990 |
| 2000-07-01 | 55.3988496211 |
| 2000-08-01 | 55.4759056524 |
| 2000-09-01 | 55.5238725218 |
| 2000-10-01 | 55.6468518963 |
| 2000-11-01 | 55.6770127290 |
| 2000-12-01 | 55.6005830879 |
| 2001-01-01 | 55.6736546235 |
| 2001-02-01 | 55.8824152004 |
| 2001-03-01 | 55.8106342210 |
| 2001-04-01 | 56.1432672123 |
| 2001-05-01 | 56.0795601099 |
| 2001-06-01 | 56.1279463307 |
| 2001-07-01 | 55.8108722841 |
| 2001-08-01 | 55.6227029699 |
| 2001-09-01 | 56.1720791215 |
| 2001-10-01 | 56.5577633997 |
| 2001-11-01 | 56.9347999178 |
| 2001-12-01 | 57.0632964682 |
| 2002-01-01 | 57.0601760023 |
| 2002-02-01 | 57.5308568956 |
| 2002-03-01 | 57.6613797526 |
| 2002-04-01 | 57.7047422243 |
| 2002-05-01 | 57.6802916922 |
| 2002-06-01 | 57.6159500104 |
| 2002-07-01 | 58.8547831033 |
| 2002-08-01 | 58.3627101043 |
| 2002-09-01 | 59.3263477921 |
| 2002-10-01 | 58.8635980965 |
| 2002-11-01 | 58.8890969429 |
| 2002-12-01 | 58.7772995807 |
| 2003-01-01 | 59.0559520078 |
| 2003-02-01 | 59.2173938005 |
| 2003-03-01 | 59.4423383192 |
| 2003-04-01 | 59.3971575189 |
| 2003-05-01 | 59.4652113294 |
| 2003-06-01 | 59.2963629380 |
| 2003-07-01 | 59.3813866828 |
| 2003-08-01 | 59.4727292088 |
| 2003-09-01 | 59.4585987166 |
| 2003-10-01 | 59.6682405280 |
| 2003-11-01 | 59.9598492567 |
| 2003-12-01 | 60.0668251544 |
| 2004-01-01 | 60.3489920161 |
| 2004-02-01 | 60.2563789388 |
| 2004-03-01 | 60.3667107395 |
| 2004-04-01 | 60.4203596971 |
| 2004-05-01 | 60.3275391486 |
| 2004-06-01 | 60.4679225084 |
| 2004-07-01 | 60.3848001588 |
| 2004-08-01 | 60.4561719757 |
| 2004-09-01 | 60.6707010300 |
| 2004-10-01 | 60.5631810754 |
| 2004-11-01 | 60.6473023388 |
| 2004-12-01 | 60.8340591557 |
| 2005-01-01 | 61.3297045329 |
| 2005-02-01 | 61.2270124005 |
| 2005-03-01 | 61.3311530287 |
| 2005-04-01 | 61.4678461144 |
| 2005-05-01 | 61.6989628104 |
| 2005-06-01 | 61.7430145498 |
| 2005-07-01 | 61.8701365833 |
| 2005-08-01 | 61.8178806936 |
| 2005-09-01 | 61.6504320144 |
| 2005-10-01 | 61.7472932656 |
| 2005-11-01 | 61.5246928764 |
| 2005-12-01 | 61.8034240756 |
| 2006-01-01 | 61.5096228066 |
| 2006-02-01 | 61.6035794951 |
| 2006-03-01 | 61.6302269613 |
| 2006-04-01 | 61.6141947471 |
| 2006-05-01 | 61.6645825040 |
| 2006-06-01 | 61.7279079870 |
| 2006-07-01 | 61.7553056184 |
| 2006-08-01 | 61.8651765159 |
| 2006-09-01 | 61.9354432122 |
| 2006-10-01 | 62.0300806043 |
| 2006-11-01 | 62.3784090713 |
| 2006-12-01 | 62.2849167770 |
| 2007-01-01 | 62.4110121528 |
| 2007-02-01 | 62.4489489461 |
| 2007-03-01 | 62.6259416122 |
| 2007-04-01 | 62.8550395682 |
| 2007-05-01 | 63.1579331902 |
| 2007-06-01 | 63.4250372537 |
| 2007-07-01 | 63.6469164377 |
| 2007-08-01 | 64.1267669330 |
| 2007-09-01 | 63.9121942239 |
| 2007-10-01 | 64.1053091735 |
| 2007-11-01 | 63.8055378962 |
| 2007-12-01 | 64.3904989548 |
| 2008-01-01 | 64.5182100392 |
| 2008-02-01 | 64.5808666547 |
| 2008-03-01 | 64.8023385233 |
| 2008-04-01 | 64.4771384740 |
| 2008-05-01 | 64.9468423338 |
| 2008-06-01 | 65.0489619850 |
| 2008-07-01 | 64.9505466130 |
| 2008-08-01 | 65.0079111965 |
| 2008-09-01 | 64.9876018970 |
| 2008-10-01 | 65.4045546056 |
| 2008-11-01 | 64.3517370051 |
| 2008-12-01 | 64.7205498159 |
| 2009-01-01 | 64.4809196136 |
| 2009-02-01 | 64.2777066332 |
| 2009-03-01 | 64.2203202899 |
| 2009-04-01 | 64.3623128766 |
| 2009-05-01 | 64.4683170419 |
| 2009-06-01 | 64.3537972018 |
| 2009-07-01 | 65.1039282190 |
| 2009-08-01 | 64.8163983722 |
| 2009-09-01 | 64.8395535008 |
| 2009-10-01 | 65.0396880151 |
| 2009-11-01 | 65.4180186762 |
| 2009-12-01 | 65.2278791061 |
| 2010-01-01 | 65.5582535310 |
| 2010-02-01 | 65.8678436038 |
| 2010-03-01 | 65.5171933257 |
| 2010-04-01 | 65.5255672743 |
| 2010-05-01 | 65.5838790684 |
| 2010-06-01 | 65.6534138148 |
| 2010-07-01 | 65.7954521326 |
| 2010-08-01 | 65.5370481722 |
| 2010-09-01 | 65.2823844022 |
| 2010-10-01 | 65.5954323853 |
| 2010-11-01 | 65.4287923297 |
| 2010-12-01 | 65.1981270303 |
| 2011-01-01 | 65.1400638103 |
| 2011-02-01 | 65.0333487953 |
| 2011-03-01 | 65.6854566776 |
| 2011-04-01 | 65.1745843696 |
| 2011-05-01 | 65.4245903773 |
| 2011-06-01 | 65.2239661754 |
| 2011-07-01 | 65.6039075572 |
| 2011-08-01 | 65.5644245073 |
| 2011-09-01 | 65.8244972077 |
| 2011-10-01 | 65.7314805972 |
| 2011-11-01 | 65.8684812358 |
| 2011-12-01 | 65.6297841945 |
| 2012-01-01 | 66.4546997497 |
| 2012-02-01 | 66.3070889833 |
| 2012-03-01 | 66.6817711027 |
| 2012-04-01 | 66.8350132511 |
| 2012-05-01 | 66.4519156681 |
| 2012-06-01 | 66.8002826744 |
| 2012-07-01 | 66.5909853588 |
| 2012-08-01 | 66.9877107493 |
| 2012-09-01 | 67.3680163265 |
| 2012-10-01 | 67.2238606470 |
| 2012-11-01 | 67.6301862479 |
| 2012-12-01 | 67.8344210980 |
| 2013-01-01 | 67.8806123514 |
| 2013-02-01 | 68.6838169151 |
| 2013-03-01 | 68.2070349826 |
| 2013-04-01 | 68.2057996258 |
| 2013-05-01 | 68.8962925899 |
| 2013-06-01 | 68.5825787692 |
| 2013-07-01 | 68.1477600308 |
| 2013-08-01 | 68.3964542322 |
| 2013-09-01 | 68.4237428425 |
| 2013-10-01 | 68.2650010231 |
| 2013-11-01 | 68.6136826180 |
| 2013-12-01 | 68.8393213652 |
| 2014-01-01 | 68.5182422423 |
| 2014-02-01 | 68.5473576270 |
| 2014-03-01 | 68.8648607303 |
| 2014-04-01 | 68.9187328228 |
| 2014-05-01 | 68.7230789156 |
| 2014-06-01 | 68.7848268904 |
| 2014-07-01 | 68.7359698233 |
| 2014-08-01 | 68.8937105317 |
| 2014-09-01 | 69.0033057129 |
| 2014-10-01 | 69.5955678081 |
| 2014-11-01 | 68.8614868292 |
| 2014-12-01 | 69.1677644089 |
| 2015-01-01 | 69.4769480103 |
| 2015-02-01 | 69.6085811092 |
| 2015-03-01 | 69.3238938012 |
| 2015-04-01 | 69.7541496896 |
| 2015-05-01 | 70.0692508301 |
| 2015-06-01 | 70.1986476585 |
| 2015-07-01 | 70.4876706557 |
| 2015-08-01 | 70.4906943217 |
| 2015-09-01 | 70.4046329319 |
| 2015-10-01 | 70.8215275588 |
| 2015-11-01 | 70.4482238944 |
| 2015-12-01 | 70.6257023566 |
| 2016-01-01 | 70.7249582933 |
| 2016-02-01 | 70.8579342963 |
| 2016-03-01 | 70.8959199701 |
| 2016-04-01 | 71.1115310335 |
| 2016-05-01 | 71.3083501887 |
| 2016-06-01 | 71.0238975056 |
| 2016-07-01 | 71.6110131056 |
| 2016-08-01 | 71.7983959675 |
| 2016-09-01 | 72.4195476657 |
| 2016-10-01 | 72.4748093759 |
| 2016-11-01 | 71.8925901492 |
| 2016-12-01 | 72.1884625181 |
| 2017-01-01 | 71.8525678139 |
| 2017-02-01 | 72.3035916743 |
| 2017-03-01 | 72.5616715012 |
| 2017-04-01 | 72.4611022486 |
| 2017-05-01 | 72.4653149295 |
| 2017-06-01 | 72.6469465577 |
| 2017-07-01 | 72.8670820570 |
| 2017-08-01 | 72.7904542076 |
| 2017-09-01 | 73.1403962967 |
| 2017-10-01 | 72.9703534231 |
| 2017-11-01 | 73.6254087054 |
| 2017-12-01 | 73.3442569776 |
| 2018-01-01 | 73.2648760673 |
| 2018-02-01 | 73.4461279399 |
| 2018-03-01 | 73.7164305844 |
| 2018-04-01 | 73.7179948174 |
| 2018-05-01 | 73.9333189650 |
| 2018-06-01 | 74.1417219006 |
| 2018-07-01 | 74.0235312160 |
| 2018-08-01 | 74.1822883104 |
| 2018-09-01 | 74.1682053815 |
| 2018-10-01 | 74.1982479289 |
| 2018-11-01 | 74.6683219288 |
| 2018-12-01 | 74.3823017791 |
| 2019-01-01 | 74.8725303837 |
| 2019-02-01 | 75.1148259219 |
| 2019-03-01 | 75.2727465095 |
| 2019-04-01 | 75.5671074763 |
| 2019-05-01 | 75.6891434721 |
| 2019-06-01 | 75.7194267089 |
| 2019-07-01 | 75.8822012463 |
| 2019-08-01 | 75.9437279508 |
| 2019-09-01 | 76.1877381104 |
| 2019-10-01 | 76.5204309393 |
| 2019-11-01 | 77.2472158722 |
| 2019-12-01 | 76.9502711194 |
| 2020-01-01 | 76.8573866741 |
| 2020-02-01 | 77.1238900206 |
| 2020-03-01 | 76.8172443801 |
| 2020-04-01 | 68.3889410323 |
| 2020-05-01 | 70.4717681913 |
| 2020-06-01 | 70.6828921454 |
| 2020-07-01 | 70.9968126408 |
| 2020-08-01 | 71.7031750301 |
| 2020-09-01 | 72.0266810956 |
| 2020-10-01 | 73.1481756406 |
| 2020-11-01 | 72.5415326616 |
| 2020-12-01 | 73.2323954291 |
| 2021-01-01 | 73.2963031358 |
| 2021-02-01 | 73.5682840678 |
| 2021-03-01 | 73.5929632558 |
| 2021-04-01 | 73.6128766351 |
| 2021-05-01 | 73.5523132541 |
| 2021-06-01 | 73.9652102991 |
| 2021-07-01 | 74.0392213147 |
| 2021-08-01 | 73.6259543756 |
| 2021-09-01 | 73.3227410457 |
| 2021-10-01 | 73.5448676719 |
| 2021-11-01 | 74.3044696474 |
| 2021-12-01 | 73.8307516463 |
| 2022-01-01 | 73.7946139875 |
| 2022-02-01 | 73.2333083648 |
| 2022-03-01 | 73.6373439268 |
| 2022-04-01 | 73.9313601882 |
| 2022-05-01 | 74.1971354783 |
| 2022-06-01 | 74.3663943620 |
| 2022-07-01 | 74.5691813354 |
| 2022-08-01 | 74.6507124151 |
| 2022-09-01 | 75.3093893936 |
| 2022-10-01 | 74.8259541048 |
| 2022-11-01 | 74.9513293207 |
| 2022-12-01 | 75.2541635329 |
| 2023-01-01 | 75.7462368153 |
| 2023-02-01 | 75.6831180317 |
| 2023-03-01 | 76.4830447226 |
| 2023-04-01 | 76.8615113715 |
| 2023-05-01 | 77.1437459041 |
| 2023-06-01 | 77.2918013031 |
| 2023-07-01 | 77.5276201679 |
| 2023-08-01 | 77.5656237330 |
| 2023-09-01 | 78.0801886680 |
| 2023-10-01 | 78.2791213921 |
| 2023-11-01 | 78.4422286931 |
| 2023-12-01 | 78.5794835924 |
| 2024-01-01 | 78.7179869158 |
| 2024-02-01 | 78.9262356472 |
| 2024-03-01 | 79.2161698102 |
| 2024-04-01 | 79.3874464308 |
| 2024-05-01 | 79.5021492584 |
| 2024-06-01 | 79.6467287845 |
| 2024-07-01 | 79.4016625499 |
| 2024-08-01 | 79.8163768437 |
| 2024-09-01 | 79.2455370662 |
| 2024-10-01 | 79.7218036867 |
| 2024-11-01 | 76.0480531163 |
| 2024-12-01 | 75.9886796099 |
| 2025-01-01 | 76.5459882353 |
| 2025-02-01 | 76.7232406180 |
| 2025-03-01 | 76.9503329810 |
| 2025-04-01 | 76.7995447642 |
| 2025-05-01 | 77.1830871401 |
| 2025-06-01 | 76.8902665386 |
| 2025-07-01 | 77.3151850232 |
| 2025-08-01 | 77.5884030840 |
| 2025-09-01 | 77.2201892268 |
| 2025-10-01 | 77.3921652621 |
| 2025-11-01 | 77.2196721632 |
| 2025-12-01 | 77.2309777888 |
| 2026-01-01 | 77.1901702350 |
| 2026-02-01 | 77.6174942040 |
| 2026-03-01 | 78.2287535326 |
| 2026-04-01 | 77.8237845242 |
| 2026-05-01 | 77.9939806880 |
| 2026-06-01 | 77.7330376265 |
| 2026-07-01 | 78.9140878897 |
| 2026-08-01 | 79.1655723674 |
| 2026-09-01 | 80.4788536388 |