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 2026-08-01 |
| Last Updated | 2026-09-18 11:15 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 | 29.5178499949 |
| 1990-02-01 | 30.1132077257 |
| 1990-03-01 | 30.1771310287 |
| 1990-04-01 | 29.4596341970 |
| 1990-05-01 | 29.6997958098 |
| 1990-06-01 | 29.0202885030 |
| 1990-07-01 | 28.8185153187 |
| 1990-08-01 | 29.8572458128 |
| 1990-09-01 | 29.6781150649 |
| 1990-10-01 | 30.2467636077 |
| 1990-11-01 | 30.4360710281 |
| 1990-12-01 | 30.5456660530 |
| 1991-01-01 | 30.6307776931 |
| 1991-02-01 | 30.6496694069 |
| 1991-03-01 | 30.9024136988 |
| 1991-04-01 | 30.8583930377 |
| 1991-05-01 | 30.6155322817 |
| 1991-06-01 | 30.6886822416 |
| 1991-07-01 | 30.2589934655 |
| 1991-08-01 | 30.3590196920 |
| 1991-09-01 | 30.8529207640 |
| 1991-10-01 | 30.7436410470 |
| 1991-11-01 | 30.7436620986 |
| 1991-12-01 | 30.5588393921 |
| 1992-01-01 | 30.9386270050 |
| 1992-02-01 | 30.7333201812 |
| 1992-03-01 | 30.7589072463 |
| 1992-04-01 | 30.9507561847 |
| 1992-05-01 | 31.0239525069 |
| 1992-06-01 | 31.0175321865 |
| 1992-07-01 | 31.2424389812 |
| 1992-08-01 | 31.6620529469 |
| 1992-09-01 | 30.8098724714 |
| 1992-10-01 | 31.3647866640 |
| 1992-11-01 | 31.3781982922 |
| 1992-12-01 | 31.8089929628 |
| 1993-01-01 | 31.6314979874 |
| 1993-02-01 | 31.7063934753 |
| 1993-03-01 | 31.7300040341 |
| 1993-04-01 | 31.6629257327 |
| 1993-05-01 | 32.3415633525 |
| 1993-06-01 | 31.9188226075 |
| 1993-07-01 | 30.4769909489 |
| 1993-08-01 | 30.7343754873 |
| 1993-09-01 | 30.5835921678 |
| 1993-10-01 | 30.3101983995 |
| 1993-11-01 | 30.2595130560 |
| 1993-12-01 | 30.3771474663 |
| 1994-01-01 | 29.4150893463 |
| 1994-02-01 | 29.2545819235 |
| 1994-03-01 | 29.1937219090 |
| 1994-04-01 | 29.1805309971 |
| 1994-05-01 | 28.8428012741 |
| 1994-06-01 | 29.0073733152 |
| 1994-07-01 | 29.2046827665 |
| 1994-08-01 | 29.2249906463 |
| 1994-09-01 | 29.4487212785 |
| 1994-10-01 | 29.5882834851 |
| 1994-11-01 | 29.4443264840 |
| 1994-12-01 | 29.5755026227 |
| 1995-01-01 | 29.4737297355 |
| 1995-02-01 | 29.5548289550 |
| 1995-03-01 | 29.6441223535 |
| 1995-04-01 | 29.8121057993 |
| 1995-05-01 | 30.1527042170 |
| 1995-06-01 | 29.9108156788 |
| 1995-07-01 | 30.0392360997 |
| 1995-08-01 | 30.0161431449 |
| 1995-09-01 | 31.7342179432 |
| 1995-10-01 | 30.1473029844 |
| 1995-11-01 | 30.9389624709 |
| 1995-12-01 | 30.2785054584 |
| 1996-01-01 | 30.6096091548 |
| 1996-02-01 | 30.7583838875 |
| 1996-03-01 | 30.7790227680 |
| 1996-04-01 | 30.6393442343 |
| 1996-05-01 | 30.6338813956 |
| 1996-06-01 | 31.1218605835 |
| 1996-07-01 | 30.9378656582 |
| 1996-08-01 | 31.0360863590 |
| 1996-09-01 | 30.8918797505 |
| 1996-10-01 | 31.0045188239 |
| 1996-11-01 | 30.9931175754 |
| 1996-12-01 | 30.8731795781 |
| 1997-01-01 | 32.0187070594 |
| 1997-02-01 | 31.8881601636 |
| 1997-03-01 | 32.0441541944 |
| 1997-04-01 | 32.2696914682 |
| 1997-05-01 | 32.3236383899 |
| 1997-06-01 | 32.3324527187 |
| 1997-07-01 | 32.6619413388 |
| 1997-08-01 | 32.9190874917 |
| 1997-09-01 | 33.2422180927 |
| 1997-10-01 | 32.9661528179 |
| 1997-11-01 | 33.2491194606 |
| 1997-12-01 | 33.4154596011 |
| 1998-01-01 | 33.6630325653 |
| 1998-02-01 | 33.7296593926 |
| 1998-03-01 | 33.7133728936 |
| 1998-04-01 | 33.7992311694 |
| 1998-05-01 | 33.8852293649 |
| 1998-06-01 | 33.9564446369 |
| 1998-07-01 | 34.3186238361 |
| 1998-08-01 | 33.9748775739 |
| 1998-09-01 | 34.1351954051 |
| 1998-10-01 | 34.7550540352 |
| 1998-11-01 | 34.6536773897 |
| 1998-12-01 | 34.7175293833 |
| 1999-01-01 | 35.2651706246 |
| 1999-02-01 | 35.2282682465 |
| 1999-03-01 | 35.6517873560 |
| 1999-04-01 | 35.6187491452 |
| 1999-05-01 | 35.7491607776 |
| 1999-06-01 | 35.8893036361 |
| 1999-07-01 | 34.8243948887 |
| 1999-08-01 | 34.5448189659 |
| 1999-09-01 | 36.6226866411 |
| 1999-10-01 | 37.9898276952 |
| 1999-11-01 | 36.9349323840 |
| 1999-12-01 | 37.0892505445 |
| 2000-01-01 | 37.4050969975 |
| 2000-02-01 | 37.1732817873 |
| 2000-03-01 | 37.4206553259 |
| 2000-04-01 | 38.5351393140 |
| 2000-05-01 | 38.9832198832 |
| 2000-06-01 | 39.6489984256 |
| 2000-07-01 | 40.3383245165 |
| 2000-08-01 | 40.7615368822 |
| 2000-09-01 | 41.2810546189 |
| 2000-10-01 | 40.5743527537 |
| 2000-11-01 | 40.4573848823 |
| 2000-12-01 | 42.0005323921 |
| 2001-01-01 | 40.7745633153 |
| 2001-02-01 | 40.6800704417 |
| 2001-03-01 | 40.6597063177 |
| 2001-04-01 | 40.8396677028 |
| 2001-05-01 | 41.2429476870 |
| 2001-06-01 | 42.5481925067 |
| 2001-07-01 | 42.1087708586 |
| 2001-08-01 | 42.1951100752 |
| 2001-09-01 | 41.4579794556 |
| 2001-10-01 | 41.5163098521 |
| 2001-11-01 | 41.9661614086 |
| 2001-12-01 | 41.9801320255 |
| 2002-01-01 | 42.1406804369 |
| 2002-02-01 | 42.9713332935 |
| 2002-03-01 | 43.1785122988 |
| 2002-04-01 | 42.5272765801 |
| 2002-05-01 | 42.4126198618 |
| 2002-06-01 | 42.3117703328 |
| 2002-07-01 | 41.9281481827 |
| 2002-08-01 | 41.9609331632 |
| 2002-09-01 | 41.8919110377 |
| 2002-10-01 | 42.7206721761 |
| 2002-11-01 | 42.8400652708 |
| 2002-12-01 | 43.0583534203 |
| 2003-01-01 | 43.6003324707 |
| 2003-02-01 | 43.7739322448 |
| 2003-03-01 | 44.0181389667 |
| 2003-04-01 | 43.8008873380 |
| 2003-05-01 | 43.9805948647 |
| 2003-06-01 | 44.0217476589 |
| 2003-07-01 | 43.6469827268 |
| 2003-08-01 | 43.5522636326 |
| 2003-09-01 | 44.1648175839 |
| 2003-10-01 | 44.6820303452 |
| 2003-11-01 | 44.6461592374 |
| 2003-12-01 | 45.0746751560 |
| 2004-01-01 | 44.4133089838 |
| 2004-02-01 | 44.5211580175 |
| 2004-03-01 | 44.7555204860 |
| 2004-04-01 | 45.0724554083 |
| 2004-05-01 | 45.2369460959 |
| 2004-06-01 | 45.6497219436 |
| 2004-07-01 | 46.1335434038 |
| 2004-08-01 | 46.4858371426 |
| 2004-09-01 | 46.1413755617 |
| 2004-10-01 | 46.0646593663 |
| 2004-11-01 | 46.3821976810 |
| 2004-12-01 | 46.3145657761 |
| 2005-01-01 | 46.2865864500 |
| 2005-02-01 | 46.3187040387 |
| 2005-03-01 | 45.9382679236 |
| 2005-04-01 | 46.5191580093 |
| 2005-05-01 | 46.4054066588 |
| 2005-06-01 | 46.4907416282 |
| 2005-07-01 | 46.2204478461 |
| 2005-08-01 | 46.6834369444 |
| 2005-09-01 | 47.3331431053 |
| 2005-10-01 | 47.1515275385 |
| 2005-11-01 | 47.1132470838 |
| 2005-12-01 | 47.2968067027 |
| 2006-01-01 | 45.5110534188 |
| 2006-02-01 | 45.5154844470 |
| 2006-03-01 | 45.9003171550 |
| 2006-04-01 | 45.9677378503 |
| 2006-05-01 | 46.4642416581 |
| 2006-06-01 | 46.1255104948 |
| 2006-07-01 | 46.0297104389 |
| 2006-08-01 | 46.4936187185 |
| 2006-09-01 | 46.4086758498 |
| 2006-10-01 | 46.9168059353 |
| 2006-11-01 | 46.7811836158 |
| 2006-12-01 | 47.2104100528 |
| 2007-01-01 | 47.3296377992 |
| 2007-02-01 | 47.7863567043 |
| 2007-03-01 | 48.2419220364 |
| 2007-04-01 | 48.0965752617 |
| 2007-05-01 | 48.3129329813 |
| 2007-06-01 | 48.3507833267 |
| 2007-07-01 | 48.5092164509 |
| 2007-08-01 | 48.2000160466 |
| 2007-09-01 | 48.2160773613 |
| 2007-10-01 | 48.4081073656 |
| 2007-11-01 | 48.6775220454 |
| 2007-12-01 | 48.7482073381 |
| 2008-01-01 | 49.5601762822 |
| 2008-02-01 | 49.3276358250 |
| 2008-03-01 | 49.4294797748 |
| 2008-04-01 | 49.9173894972 |
| 2008-05-01 | 49.7788784873 |
| 2008-06-01 | 50.1759621892 |
| 2008-07-01 | 50.4806688119 |
| 2008-08-01 | 50.7059547334 |
| 2008-09-01 | 51.2628364841 |
| 2008-10-01 | 50.9903180521 |
| 2008-11-01 | 50.8392153800 |
| 2008-12-01 | 51.3583743465 |
| 2009-01-01 | 51.7187874051 |
| 2009-02-01 | 51.1808637517 |
| 2009-03-01 | 51.1643677554 |
| 2009-04-01 | 50.7221049941 |
| 2009-05-01 | 50.9931797836 |
| 2009-06-01 | 51.2853996403 |
| 2009-07-01 | 49.8408670690 |
| 2009-08-01 | 50.5259127798 |
| 2009-09-01 | 50.8499914577 |
| 2009-10-01 | 50.6488827208 |
| 2009-11-01 | 50.8674758913 |
| 2009-12-01 | 51.1382116575 |
| 2010-01-01 | 51.8480682126 |
| 2010-02-01 | 50.5553427394 |
| 2010-03-01 | 51.6121199908 |
| 2010-04-01 | 51.9585190703 |
| 2010-05-01 | 52.2377484351 |
| 2010-06-01 | 52.1571580596 |
| 2010-07-01 | 52.3192430499 |
| 2010-08-01 | 52.1865909340 |
| 2010-09-01 | 52.4649298814 |
| 2010-10-01 | 52.5510250437 |
| 2010-11-01 | 52.6328659322 |
| 2010-12-01 | 52.2886048156 |
| 2011-01-01 | 52.6345806374 |
| 2011-02-01 | 52.9854792838 |
| 2011-03-01 | 53.0358009263 |
| 2011-04-01 | 53.0193195171 |
| 2011-05-01 | 52.7734017619 |
| 2011-06-01 | 52.6862708395 |
| 2011-07-01 | 53.0066582487 |
| 2011-08-01 | 53.1836238824 |
| 2011-09-01 | 53.1981541184 |
| 2011-10-01 | 53.3052111541 |
| 2011-11-01 | 53.3692902894 |
| 2011-12-01 | 53.0286196472 |
| 2012-01-01 | 53.9912739124 |
| 2012-02-01 | 54.1475174869 |
| 2012-03-01 | 53.7581509580 |
| 2012-04-01 | 54.0107287006 |
| 2012-05-01 | 53.9010530780 |
| 2012-06-01 | 54.1021462407 |
| 2012-07-01 | 54.0924679661 |
| 2012-08-01 | 54.0744343871 |
| 2012-09-01 | 53.8208027668 |
| 2012-10-01 | 54.0408261729 |
| 2012-11-01 | 53.9746744489 |
| 2012-12-01 | 54.2635323496 |
| 2013-01-01 | 53.9546692491 |
| 2013-02-01 | 54.1416535644 |
| 2013-03-01 | 54.4209885395 |
| 2013-04-01 | 54.1976085763 |
| 2013-05-01 | 54.2059305605 |
| 2013-06-01 | 54.6334143755 |
| 2013-07-01 | 54.3652348316 |
| 2013-08-01 | 54.4929975619 |
| 2013-09-01 | 54.3227045450 |
| 2013-10-01 | 54.3627363425 |
| 2013-11-01 | 54.3774093445 |
| 2013-12-01 | 54.2898510032 |
| 2014-01-01 | 54.3449472769 |
| 2014-02-01 | 54.1135648657 |
| 2014-03-01 | 54.0406219375 |
| 2014-04-01 | 54.2120787471 |
| 2014-05-01 | 54.3950072056 |
| 2014-06-01 | 55.1907507852 |
| 2014-07-01 | 54.1534868886 |
| 2014-08-01 | 54.5656542598 |
| 2014-09-01 | 55.0034313567 |
| 2014-10-01 | 54.1770592918 |
| 2014-11-01 | 54.2670853308 |
| 2014-12-01 | 54.3636561540 |
| 2015-01-01 | 54.2716745884 |
| 2015-02-01 | 54.2463048877 |
| 2015-03-01 | 54.3356012933 |
| 2015-04-01 | 57.1543625349 |
| 2015-05-01 | 57.2835442994 |
| 2015-06-01 | 57.2856772725 |
| 2015-07-01 | 57.2247641369 |
| 2015-08-01 | 57.2808682054 |
| 2015-09-01 | 57.5878640736 |
| 2015-10-01 | 57.4924660228 |
| 2015-11-01 | 57.5636149492 |
| 2015-12-01 | 57.4866351213 |
| 2016-01-01 | 57.2338226822 |
| 2016-02-01 | 57.3230283843 |
| 2016-03-01 | 57.5737176656 |
| 2016-04-01 | 58.1291183273 |
| 2016-05-01 | 58.2224352548 |
| 2016-06-01 | 58.0878697548 |
| 2016-07-01 | 58.5970500903 |
| 2016-08-01 | 58.0248075910 |
| 2016-09-01 | 58.6670903368 |
| 2016-10-01 | 58.9821794386 |
| 2016-11-01 | 58.9631254290 |
| 2016-12-01 | 59.3379236002 |
| 2017-01-01 | 58.8414512944 |
| 2017-02-01 | 59.5263937400 |
| 2017-03-01 | 59.4245609819 |
| 2017-04-01 | 59.5139623025 |
| 2017-05-01 | 59.4745348821 |
| 2017-06-01 | 59.3516498038 |
| 2017-07-01 | 62.8676537122 |
| 2017-08-01 | 63.0230056522 |
| 2017-09-01 | 63.0347157992 |
| 2017-10-01 | 63.0795190783 |
| 2017-11-01 | 63.2294827628 |
| 2017-12-01 | 62.8810237659 |
| 2018-01-01 | 63.5230023572 |
| 2018-02-01 | 63.4828493053 |
| 2018-03-01 | 63.3194411028 |
| 2018-04-01 | 62.6882363233 |
| 2018-05-01 | 62.7269269214 |
| 2018-06-01 | 62.6354419022 |
| 2018-07-01 | 62.8569903600 |
| 2018-08-01 | 62.5523107556 |
| 2018-09-01 | 62.5492162347 |
| 2018-10-01 | 62.6192386823 |
| 2018-11-01 | 62.8521795668 |
| 2018-12-01 | 62.7380769055 |
| 2019-01-01 | 63.0947641928 |
| 2019-02-01 | 63.8131646271 |
| 2019-03-01 | 63.6957270278 |
| 2019-04-01 | 62.1231784356 |
| 2019-05-01 | 61.8248330374 |
| 2019-06-01 | 61.9405966358 |
| 2019-07-01 | 62.0416327167 |
| 2019-08-01 | 61.4170144660 |
| 2019-09-01 | 61.4078817312 |
| 2019-10-01 | 61.9580734459 |
| 2019-11-01 | 62.0628342634 |
| 2019-12-01 | 61.9950788674 |
| 2020-01-01 | 60.6812002958 |
| 2020-02-01 | 60.2667923138 |
| 2020-03-01 | 60.9266304037 |
| 2020-04-01 | 57.1769553221 |
| 2020-05-01 | 57.0623510969 |
| 2020-06-01 | 56.7827934733 |
| 2020-07-01 | 55.7470081529 |
| 2020-08-01 | 56.4994039850 |
| 2020-09-01 | 56.0561752184 |
| 2020-10-01 | 55.8626264332 |
| 2020-11-01 | 55.2850627533 |
| 2020-12-01 | 55.2546846207 |
| 2021-01-01 | 55.5064174720 |
| 2021-02-01 | 54.8832491594 |
| 2021-03-01 | 54.9553754545 |
| 2021-04-01 | 55.3954992544 |
| 2021-05-01 | 55.5739401301 |
| 2021-06-01 | 55.7781554473 |
| 2021-07-01 | 56.2718666046 |
| 2021-08-01 | 56.8260411264 |
| 2021-09-01 | 56.9588274369 |
| 2021-10-01 | 56.7672575028 |
| 2021-11-01 | 56.9397299508 |
| 2021-12-01 | 58.1156104886 |
| 2022-01-01 | 57.1205759779 |
| 2022-02-01 | 57.0995433110 |
| 2022-03-01 | 57.1680999941 |
| 2022-04-01 | 57.4975020807 |
| 2022-05-01 | 57.5878240572 |
| 2022-06-01 | 57.5832345492 |
| 2022-07-01 | 57.7376029694 |
| 2022-08-01 | 58.4097154445 |
| 2022-09-01 | 57.8592995132 |
| 2022-10-01 | 57.1273649930 |
| 2022-11-01 | 57.4476324737 |
| 2022-12-01 | 57.6793957784 |
| 2023-01-01 | 57.6875159949 |
| 2023-02-01 | 58.0427462845 |
| 2023-03-01 | 58.3156141670 |
| 2023-04-01 | 58.8635610031 |
| 2023-05-01 | 58.8630821321 |
| 2023-06-01 | 59.3009807028 |
| 2023-07-01 | 58.1685477454 |
| 2023-08-01 | 57.1832356527 |
| 2023-09-01 | 58.2470879774 |
| 2023-10-01 | 57.5185813671 |
| 2023-11-01 | 58.1103347755 |
| 2023-12-01 | 57.8241662291 |
| 2024-01-01 | 58.1220939184 |
| 2024-02-01 | 58.1603362268 |
| 2024-03-01 | 57.8144197480 |
| 2024-04-01 | 57.1579207559 |
| 2024-05-01 | 57.0754710623 |
| 2024-06-01 | 57.5895731057 |
| 2024-07-01 | 57.3787142150 |
| 2024-08-01 | 57.3005678860 |
| 2024-09-01 | 57.3832765993 |
| 2024-10-01 | 57.9538726725 |
| 2024-11-01 | 57.4995334940 |
| 2024-12-01 | 57.6421043872 |
| 2025-01-01 | 57.4519886464 |
| 2025-02-01 | 57.7945617361 |
| 2025-03-01 | 57.3763633694 |
| 2025-04-01 | 58.0102864915 |
| 2025-05-01 | 57.6382652441 |
| 2025-06-01 | 56.4100046849 |
| 2025-07-01 | 56.9545488626 |
| 2025-08-01 | 57.5136983722 |
| 2025-09-01 | 57.0022813403 |
| 2025-10-01 | 57.4517671876 |
| 2025-11-01 | 57.0858158173 |
| 2025-12-01 | 56.9420260955 |
| 2026-01-01 | 57.0941256216 |
| 2026-02-01 | 56.5650027972 |
| 2026-03-01 | 56.7630347799 |
| 2026-04-01 | 56.6494962113 |
| 2026-05-01 | 56.5817541506 |
| 2026-06-01 | 56.8945214489 |
| 2026-07-01 | 57.2340314912 |
| 2026-08-01 | 56.3608146050 |