Table Data - All Employees: Education and Health Services: Private Educational Services in Baltimore-Columbia-Towson, MD (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Baltimore-Columbia-Towson, MD (MSA) |
|---|---|
| Series ID | SMU24125806561000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 10:25 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 | 29.5185032312 |
| 1990-02-01 | 30.1131921258 |
| 1990-03-01 | 30.1765550350 |
| 1990-04-01 | 29.4598139210 |
| 1990-05-01 | 29.6999559318 |
| 1990-06-01 | 29.0223379323 |
| 1990-07-01 | 28.8196874699 |
| 1990-08-01 | 29.8559851768 |
| 1990-09-01 | 29.6756929470 |
| 1990-10-01 | 30.2465734886 |
| 1990-11-01 | 30.4359401019 |
| 1990-12-01 | 30.5460239552 |
| 1991-01-01 | 30.6313401127 |
| 1991-02-01 | 30.6496776002 |
| 1991-03-01 | 30.9019743086 |
| 1991-04-01 | 30.8586506857 |
| 1991-05-01 | 30.6158145322 |
| 1991-06-01 | 30.6906381162 |
| 1991-07-01 | 30.2600781225 |
| 1991-08-01 | 30.3577344525 |
| 1991-09-01 | 30.8505498386 |
| 1991-10-01 | 30.7432452742 |
| 1991-11-01 | 30.7433856788 |
| 1991-12-01 | 30.5592414228 |
| 1992-01-01 | 30.9389920578 |
| 1992-02-01 | 30.7333989631 |
| 1992-03-01 | 30.7588422282 |
| 1992-04-01 | 30.9512162110 |
| 1992-05-01 | 31.0244865560 |
| 1992-06-01 | 31.0193260522 |
| 1992-07-01 | 31.2439118139 |
| 1992-08-01 | 31.6614423825 |
| 1992-09-01 | 30.8049430099 |
| 1992-10-01 | 31.3648963263 |
| 1992-11-01 | 31.3777767393 |
| 1992-12-01 | 31.8097947589 |
| 1993-01-01 | 31.6318915335 |
| 1993-02-01 | 31.7066765654 |
| 1993-03-01 | 31.7303125628 |
| 1993-04-01 | 31.6635729614 |
| 1993-05-01 | 32.3423014115 |
| 1993-06-01 | 31.9206103317 |
| 1993-07-01 | 30.4786269482 |
| 1993-08-01 | 30.7344013491 |
| 1993-09-01 | 30.5759925896 |
| 1993-10-01 | 30.3108324166 |
| 1993-11-01 | 30.2589752314 |
| 1993-12-01 | 30.3783274754 |
| 1994-01-01 | 29.4156817465 |
| 1994-02-01 | 29.2551033483 |
| 1994-03-01 | 29.1943538599 |
| 1994-04-01 | 29.1813001610 |
| 1994-05-01 | 28.8436455479 |
| 1994-06-01 | 29.0091527396 |
| 1994-07-01 | 29.2064241558 |
| 1994-08-01 | 29.2256758604 |
| 1994-09-01 | 29.4387342166 |
| 1994-10-01 | 29.5893894773 |
| 1994-11-01 | 29.4436514567 |
| 1994-12-01 | 29.5771024688 |
| 1995-01-01 | 29.4746771123 |
| 1995-02-01 | 29.5555975692 |
| 1995-03-01 | 29.6448786161 |
| 1995-04-01 | 29.8128858313 |
| 1995-05-01 | 30.1534597018 |
| 1995-06-01 | 29.9125134190 |
| 1995-07-01 | 30.0405054138 |
| 1995-08-01 | 30.0168916767 |
| 1995-09-01 | 31.7245778532 |
| 1995-10-01 | 30.1482937020 |
| 1995-11-01 | 30.9382512556 |
| 1995-12-01 | 30.2800402696 |
| 1996-01-01 | 30.6107322741 |
| 1996-02-01 | 30.7592399174 |
| 1996-03-01 | 30.7797969134 |
| 1996-04-01 | 30.6400606566 |
| 1996-05-01 | 30.6344677174 |
| 1996-06-01 | 31.1232910833 |
| 1996-07-01 | 30.9388765148 |
| 1996-08-01 | 31.0370407935 |
| 1996-09-01 | 30.8828216879 |
| 1996-10-01 | 31.0055905763 |
| 1996-11-01 | 30.9925029157 |
| 1996-12-01 | 30.8745898562 |
| 1997-01-01 | 32.0198579452 |
| 1997-02-01 | 31.8890196645 |
| 1997-03-01 | 32.0448535876 |
| 1997-04-01 | 32.2702034504 |
| 1997-05-01 | 32.3239845066 |
| 1997-06-01 | 32.3334169587 |
| 1997-07-01 | 32.6623881790 |
| 1997-08-01 | 32.9196016066 |
| 1997-09-01 | 33.2360937141 |
| 1997-10-01 | 32.9667988459 |
| 1997-11-01 | 33.2487287395 |
| 1997-12-01 | 33.4164067912 |
| 1998-01-01 | 33.6639694291 |
| 1998-02-01 | 33.7303284120 |
| 1998-03-01 | 33.7139090144 |
| 1998-04-01 | 33.7995300302 |
| 1998-05-01 | 33.8853968888 |
| 1998-06-01 | 33.9569524565 |
| 1998-07-01 | 34.3186818475 |
| 1998-08-01 | 33.9749648980 |
| 1998-09-01 | 34.1320190872 |
| 1998-10-01 | 34.7552760464 |
| 1998-11-01 | 34.6534897622 |
| 1998-12-01 | 34.7180838658 |
| 1999-01-01 | 35.2657615927 |
| 1999-02-01 | 35.2287082078 |
| 1999-03-01 | 35.6521675275 |
| 1999-04-01 | 35.6188745397 |
| 1999-05-01 | 35.7492041256 |
| 1999-06-01 | 35.8893963468 |
| 1999-07-01 | 34.8241032816 |
| 1999-08-01 | 34.5444638970 |
| 1999-09-01 | 36.6223777820 |
| 1999-10-01 | 37.9895651756 |
| 1999-11-01 | 36.9348882700 |
| 1999-12-01 | 37.0893799278 |
| 2000-01-01 | 37.4053223128 |
| 2000-02-01 | 37.1734626637 |
| 2000-03-01 | 37.4208872072 |
| 2000-04-01 | 38.5352054338 |
| 2000-05-01 | 38.9832381833 |
| 2000-06-01 | 39.6489777814 |
| 2000-07-01 | 40.3381575041 |
| 2000-08-01 | 40.7613705359 |
| 2000-09-01 | 41.2809606107 |
| 2000-10-01 | 40.5742707163 |
| 2000-11-01 | 40.4574381214 |
| 2000-12-01 | 42.0005800577 |
| 2001-01-01 | 40.7746197680 |
| 2001-02-01 | 40.6801334180 |
| 2001-03-01 | 40.6598430922 |
| 2001-04-01 | 40.8396699554 |
| 2001-05-01 | 41.2429353501 |
| 2001-06-01 | 42.5481792244 |
| 2001-07-01 | 42.1086797231 |
| 2001-08-01 | 42.1950322709 |
| 2001-09-01 | 41.4579457155 |
| 2001-10-01 | 41.5162934020 |
| 2001-11-01 | 41.9662255369 |
| 2001-12-01 | 41.9801548853 |
| 2002-01-01 | 42.1406864490 |
| 2002-02-01 | 42.9713445415 |
| 2002-03-01 | 43.1785911490 |
| 2002-04-01 | 42.5272692560 |
| 2002-05-01 | 42.4126115939 |
| 2002-06-01 | 42.3117668565 |
| 2002-07-01 | 41.9281038926 |
| 2002-08-01 | 41.9608892892 |
| 2002-09-01 | 41.8918857874 |
| 2002-10-01 | 42.7206655001 |
| 2002-11-01 | 42.8401051352 |
| 2002-12-01 | 43.0583679540 |
| 2003-01-01 | 43.6003336649 |
| 2003-02-01 | 43.7739401148 |
| 2003-03-01 | 44.0181912553 |
| 2003-04-01 | 43.8008781789 |
| 2003-05-01 | 43.9805835259 |
| 2003-06-01 | 44.0217375922 |
| 2003-07-01 | 43.6469702874 |
| 2003-08-01 | 43.5522450834 |
| 2003-09-01 | 44.1647953306 |
| 2003-10-01 | 44.6820319564 |
| 2003-11-01 | 44.6461761395 |
| 2003-12-01 | 45.0746834884 |
| 2004-01-01 | 44.4133104504 |
| 2004-02-01 | 44.5211653947 |
| 2004-03-01 | 44.7555426141 |
| 2004-04-01 | 45.0724512315 |
| 2004-05-01 | 45.2369406912 |
| 2004-06-01 | 45.6497171770 |
| 2004-07-01 | 46.1335380751 |
| 2004-08-01 | 46.4858254713 |
| 2004-09-01 | 46.1413709615 |
| 2004-10-01 | 46.0646587147 |
| 2004-11-01 | 46.3821985804 |
| 2004-12-01 | 46.3145712970 |
| 2005-01-01 | 46.2865891956 |
| 2005-02-01 | 46.3187078049 |
| 2005-03-01 | 45.9382806792 |
| 2005-04-01 | 46.5191556448 |
| 2005-05-01 | 46.4054037523 |
| 2005-06-01 | 46.4907389162 |
| 2005-07-01 | 46.2204461521 |
| 2005-08-01 | 46.6834304328 |
| 2005-09-01 | 47.3331401827 |
| 2005-10-01 | 47.1515269672 |
| 2005-11-01 | 47.1132452107 |
| 2005-12-01 | 47.2968101148 |
| 2006-01-01 | 45.5110578384 |
| 2006-02-01 | 45.5154860088 |
| 2006-03-01 | 45.9003223998 |
| 2006-04-01 | 45.9677384504 |
| 2006-05-01 | 46.4642415262 |
| 2006-06-01 | 46.1255089022 |
| 2006-07-01 | 46.0297094016 |
| 2006-08-01 | 46.4936145319 |
| 2006-09-01 | 46.4086718203 |
| 2006-10-01 | 46.9168037084 |
| 2006-11-01 | 46.7811783382 |
| 2006-12-01 | 47.2104111543 |
| 2007-01-01 | 47.3296433866 |
| 2007-02-01 | 47.7863676323 |
| 2007-03-01 | 48.2419261576 |
| 2007-04-01 | 48.0965762324 |
| 2007-05-01 | 48.3129329625 |
| 2007-06-01 | 48.3507801445 |
| 2007-07-01 | 48.5092129198 |
| 2007-08-01 | 48.2000113841 |
| 2007-09-01 | 48.2160705474 |
| 2007-10-01 | 48.4081023026 |
| 2007-11-01 | 48.6775137188 |
| 2007-12-01 | 48.7482081684 |
| 2008-01-01 | 49.5601852230 |
| 2008-02-01 | 49.3276596407 |
| 2008-03-01 | 49.4294854558 |
| 2008-04-01 | 49.9173919956 |
| 2008-05-01 | 49.7788785168 |
| 2008-06-01 | 50.1759564944 |
| 2008-07-01 | 50.4806621243 |
| 2008-08-01 | 50.7059459630 |
| 2008-09-01 | 51.2628235933 |
| 2008-10-01 | 50.9903055597 |
| 2008-11-01 | 50.8391977591 |
| 2008-12-01 | 51.3583777745 |
| 2009-01-01 | 51.7187833749 |
| 2009-02-01 | 51.1809616829 |
| 2009-03-01 | 51.1643606754 |
| 2009-04-01 | 50.7220985549 |
| 2009-05-01 | 50.9931729106 |
| 2009-06-01 | 51.2853874899 |
| 2009-07-01 | 49.8408524582 |
| 2009-08-01 | 50.5258951551 |
| 2009-09-01 | 50.8499694775 |
| 2009-10-01 | 50.6488622456 |
| 2009-11-01 | 50.8674538096 |
| 2009-12-01 | 51.1382283754 |
| 2010-01-01 | 51.8480638479 |
| 2010-02-01 | 50.5555176192 |
| 2010-03-01 | 51.6121079327 |
| 2010-04-01 | 51.9585017231 |
| 2010-05-01 | 52.2377243670 |
| 2010-06-01 | 52.1571236617 |
| 2010-07-01 | 52.3192040967 |
| 2010-08-01 | 52.1865512493 |
| 2010-09-01 | 52.4648921887 |
| 2010-10-01 | 52.5510026527 |
| 2010-11-01 | 52.6328604091 |
| 2010-12-01 | 52.2886628549 |
| 2011-01-01 | 52.6346020775 |
| 2011-02-01 | 52.9857466055 |
| 2011-03-01 | 53.0357821753 |
| 2011-04-01 | 53.0192705901 |
| 2011-05-01 | 52.7733256633 |
| 2011-06-01 | 52.6861732771 |
| 2011-07-01 | 53.0066043421 |
| 2011-08-01 | 53.1835376476 |
| 2011-09-01 | 53.1980928462 |
| 2011-10-01 | 53.3051901247 |
| 2011-11-01 | 53.3693278590 |
| 2011-12-01 | 53.0287510618 |
| 2012-01-01 | 53.9913915516 |
| 2012-02-01 | 54.1478971107 |
| 2012-03-01 | 53.7582841035 |
| 2012-04-01 | 54.0104620049 |
| 2012-05-01 | 53.9008083614 |
| 2012-06-01 | 54.1019313702 |
| 2012-07-01 | 54.0923918355 |
| 2012-08-01 | 54.0743195386 |
| 2012-09-01 | 53.8207470361 |
| 2012-10-01 | 54.0408479607 |
| 2012-11-01 | 53.9747986847 |
| 2012-12-01 | 54.2637738611 |
| 2013-01-01 | 53.9549307304 |
| 2013-02-01 | 54.1422562637 |
| 2013-03-01 | 54.4213598500 |
| 2013-04-01 | 54.1965536967 |
| 2013-05-01 | 54.2056096784 |
| 2013-06-01 | 54.6331634497 |
| 2013-07-01 | 54.3652034056 |
| 2013-08-01 | 54.4928524290 |
| 2013-09-01 | 54.3227147737 |
| 2013-10-01 | 54.3628401845 |
| 2013-11-01 | 54.3776394395 |
| 2013-12-01 | 54.2902134549 |
| 2014-01-01 | 54.3453790843 |
| 2014-02-01 | 54.1143256275 |
| 2014-03-01 | 54.0412171788 |
| 2014-04-01 | 54.2101780828 |
| 2014-05-01 | 54.3944927480 |
| 2014-06-01 | 55.1902842850 |
| 2014-07-01 | 54.1535500110 |
| 2014-08-01 | 54.5655750528 |
| 2014-09-01 | 55.0036104245 |
| 2014-10-01 | 54.1773762008 |
| 2014-11-01 | 54.2675614698 |
| 2014-12-01 | 54.3642643300 |
| 2015-01-01 | 54.2723321148 |
| 2015-02-01 | 54.2471591185 |
| 2015-03-01 | 54.3361694675 |
| 2015-04-01 | 57.1515904768 |
| 2015-05-01 | 57.2826702588 |
| 2015-06-01 | 57.2847769224 |
| 2015-07-01 | 57.2247368971 |
| 2015-08-01 | 57.2808588242 |
| 2015-09-01 | 57.5883614265 |
| 2015-10-01 | 57.4932668756 |
| 2015-11-01 | 57.5646860625 |
| 2015-12-01 | 57.4877741476 |
| 2016-01-01 | 57.2348134032 |
| 2016-02-01 | 57.3230345036 |
| 2016-03-01 | 57.5760336979 |
| 2016-04-01 | 58.1244626038 |
| 2016-05-01 | 58.2209718198 |
| 2016-06-01 | 58.0858668583 |
| 2016-07-01 | 58.5962248805 |
| 2016-08-01 | 58.0245493395 |
| 2016-09-01 | 58.6679025089 |
| 2016-10-01 | 58.9838771267 |
| 2016-11-01 | 58.9656400106 |
| 2016-12-01 | 59.3401558964 |
| 2017-01-01 | 58.8471728935 |
| 2017-02-01 | 59.5170029238 |
| 2017-03-01 | 59.4369218349 |
| 2017-04-01 | 59.5044961540 |
| 2017-05-01 | 59.4708374974 |
| 2017-06-01 | 59.3477010425 |
| 2017-07-01 | 62.8663232162 |
| 2017-08-01 | 63.0220297570 |
| 2017-09-01 | 63.0356038684 |
| 2017-10-01 | 63.0822580234 |
| 2017-11-01 | 63.2336979243 |
| 2017-12-01 | 62.8847298009 |
| 2018-01-01 | 63.5338893850 |
| 2018-02-01 | 63.4645322045 |
| 2018-03-01 | 63.3423567565 |
| 2018-04-01 | 62.6750086921 |
| 2018-05-01 | 62.7210632454 |
| 2018-06-01 | 62.6291277247 |
| 2018-07-01 | 62.8542852544 |
| 2018-08-01 | 62.5495493506 |
| 2018-09-01 | 62.5490646045 |
| 2018-10-01 | 62.6221334726 |
| 2018-11-01 | 62.8574338801 |
| 2018-12-01 | 62.7456180885 |
| 2019-01-01 | 63.1104392655 |
| 2019-02-01 | 63.7869050434 |
| 2019-03-01 | 63.7279635299 |
| 2019-04-01 | 62.1086304378 |
| 2019-05-01 | 61.8186065219 |
| 2019-06-01 | 61.9353419309 |
| 2019-07-01 | 62.0417978594 |
| 2019-08-01 | 61.3944946359 |
| 2019-09-01 | 61.4104959233 |
| 2019-10-01 | 61.9618282356 |
| 2019-11-01 | 62.0701137620 |
| 2019-12-01 | 62.0068704852 |
| 2020-01-01 | 60.6979862513 |
| 2020-02-01 | 60.2417275743 |
| 2020-03-01 | 60.9604845131 |
| 2020-04-01 | 57.1649946295 |
| 2020-05-01 | 57.0586794618 |
| 2020-06-01 | 56.7800781131 |
| 2020-07-01 | 55.7507415109 |
| 2020-08-01 | 56.4499211217 |
| 2020-09-01 | 56.0620740622 |
| 2020-10-01 | 55.8678086650 |
| 2020-11-01 | 55.2940365628 |
| 2020-12-01 | 55.2704844228 |
| 2021-01-01 | 55.5244739999 |
| 2021-02-01 | 54.8606338179 |
| 2021-03-01 | 54.9892970117 |
| 2021-04-01 | 55.3873137035 |
| 2021-05-01 | 55.5730209107 |
| 2021-06-01 | 55.7784920506 |
| 2021-07-01 | 56.2797355024 |
| 2021-08-01 | 56.7500067100 |
| 2021-09-01 | 56.9685344066 |
| 2021-10-01 | 56.7742055287 |
| 2021-11-01 | 56.9504151431 |
| 2021-12-01 | 58.1329164847 |
| 2022-01-01 | 57.1359062668 |
| 2022-02-01 | 57.0872356509 |
| 2022-03-01 | 57.1915424345 |
| 2022-04-01 | 57.5019402006 |
| 2022-05-01 | 57.5869528538 |
| 2022-06-01 | 57.5835531845 |
| 2022-07-01 | 57.7434594112 |
| 2022-08-01 | 58.3247127080 |
| 2022-09-01 | 57.8691070276 |
| 2022-10-01 | 57.1356234638 |
| 2022-11-01 | 57.4591075329 |
| 2022-12-01 | 57.6977008907 |
| 2023-01-01 | 57.6991828951 |
| 2023-02-01 | 58.0402971749 |
| 2023-03-01 | 58.3283915545 |
| 2023-04-01 | 58.8796405548 |
| 2023-05-01 | 58.8613965968 |
| 2023-06-01 | 59.3012199656 |
| 2023-07-01 | 58.1744106734 |
| 2023-08-01 | 57.0668175783 |
| 2023-09-01 | 58.2775805795 |
| 2023-10-01 | 57.5403670333 |
| 2023-11-01 | 58.1218685931 |
| 2023-12-01 | 57.8381369629 |
| 2024-01-01 | 58.1289342072 |
| 2024-02-01 | 58.1652048928 |
| 2024-03-01 | 57.8159158191 |
| 2024-04-01 | 57.1817130974 |
| 2024-05-01 | 57.0704568312 |
| 2024-06-01 | 57.5863615423 |
| 2024-07-01 | 57.3808472922 |
| 2024-08-01 | 57.1619731873 |
| 2024-09-01 | 57.4443478281 |
| 2024-10-01 | 57.9911966570 |
| 2024-11-01 | 57.5089619253 |
| 2024-12-01 | 57.6496082178 |
| 2025-01-01 | 57.4567322124 |
| 2025-02-01 | 57.7975029885 |
| 2025-03-01 | 57.3750877532 |
| 2025-04-01 | 58.0323299584 |
| 2025-05-01 | 57.6285872057 |
| 2025-06-01 | 56.4020642049 |
| 2025-07-01 | 56.9536442857 |
| 2025-08-01 | 57.3499639321 |
| 2025-09-01 | 57.1080217718 |
| 2025-10-01 | 57.5057455584 |
| 2025-11-01 | 57.0913241748 |
| 2025-12-01 | 56.9411526690 |
| 2026-01-01 | 57.0954578202 |
| 2026-02-01 | 56.5642641512 |
| 2026-03-01 | 56.7570125895 |
| 2026-04-01 | 56.6707842244 |
| 2026-05-01 | 56.5663290804 |
| 2026-06-01 | 56.8814040124 |
| 2026-07-01 | 57.2275796869 |
| 2026-08-01 | 56.5921707330 |
| 2026-09-01 | 56.2128181413 |