Table Data - All Employees: Education and Health Services: Private Education and Health Services in Baltimore-Columbia-Towson, MD (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Baltimore-Columbia-Towson, MD (MSA) |
|---|---|
| Series ID | BALT524EDUH |
| 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 2025-09-01 |
| Last Updated | 2025-12-12 2:10 AM CST |
| 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 | 140.583485155408 |
| 1990-02-01 | 141.565937197697 |
| 1990-03-01 | 142.481690432622 |
| 1990-04-01 | 140.904232391949 |
| 1990-05-01 | 141.591793275001 |
| 1990-06-01 | 141.805056867555 |
| 1990-07-01 | 143.264793819054 |
| 1990-08-01 | 144.730389131259 |
| 1990-09-01 | 145.553497823234 |
| 1990-10-01 | 145.922054013631 |
| 1990-11-01 | 146.583380866784 |
| 1990-12-01 | 146.901825237203 |
| 1991-01-01 | 146.126180863652 |
| 1991-02-01 | 146.689920099233 |
| 1991-03-01 | 147.495811881978 |
| 1991-04-01 | 147.391166921293 |
| 1991-05-01 | 147.478157664232 |
| 1991-06-01 | 147.109555707662 |
| 1991-07-01 | 147.209020976051 |
| 1991-08-01 | 147.358613481147 |
| 1991-09-01 | 148.735544471086 |
| 1991-10-01 | 150.161288986939 |
| 1991-11-01 | 150.675772844950 |
| 1991-12-01 | 150.692469979036 |
| 1992-01-01 | 151.715607376730 |
| 1992-02-01 | 151.959617747676 |
| 1992-03-01 | 152.620720866008 |
| 1992-04-01 | 153.694541661918 |
| 1992-05-01 | 154.139403180880 |
| 1992-06-01 | 154.803511571174 |
| 1992-07-01 | 155.178271030846 |
| 1992-08-01 | 155.374550792731 |
| 1992-09-01 | 155.414883120438 |
| 1992-10-01 | 156.444645753083 |
| 1992-11-01 | 156.291283883858 |
| 1992-12-01 | 157.413295762849 |
| 1993-01-01 | 158.390783220435 |
| 1993-02-01 | 158.520436275912 |
| 1993-03-01 | 158.553817360996 |
| 1993-04-01 | 158.905097417720 |
| 1993-05-01 | 159.309046148228 |
| 1993-06-01 | 159.397385241767 |
| 1993-07-01 | 160.169903389866 |
| 1993-08-01 | 160.365377399418 |
| 1993-09-01 | 160.584200403424 |
| 1993-10-01 | 160.293455464615 |
| 1993-11-01 | 160.291272323584 |
| 1993-12-01 | 160.482750903865 |
| 1994-01-01 | 158.245545357085 |
| 1994-02-01 | 157.950333863582 |
| 1994-03-01 | 158.610539764852 |
| 1994-04-01 | 161.134961361316 |
| 1994-05-01 | 160.579799979935 |
| 1994-06-01 | 161.456258504321 |
| 1994-07-01 | 162.154079825304 |
| 1994-08-01 | 162.533200061253 |
| 1994-09-01 | 162.826654684793 |
| 1994-10-01 | 162.880110626737 |
| 1994-11-01 | 163.657121802007 |
| 1994-12-01 | 164.362555658292 |
| 1995-01-01 | 164.745970563513 |
| 1995-02-01 | 165.336163006976 |
| 1995-03-01 | 165.807306847782 |
| 1995-04-01 | 165.638279903284 |
| 1995-05-01 | 166.190732872294 |
| 1995-06-01 | 166.302460183252 |
| 1995-07-01 | 167.142613527852 |
| 1995-08-01 | 167.447683193960 |
| 1995-09-01 | 169.522416642308 |
| 1995-10-01 | 168.577466069321 |
| 1995-11-01 | 169.435905076508 |
| 1995-12-01 | 169.431728191480 |
| 1996-01-01 | 168.174560498544 |
| 1996-02-01 | 169.843213573530 |
| 1996-03-01 | 170.190738759289 |
| 1996-04-01 | 170.548666471863 |
| 1996-05-01 | 170.805597219117 |
| 1996-06-01 | 171.188072908062 |
| 1996-07-01 | 171.121234321806 |
| 1996-08-01 | 171.467333449629 |
| 1996-09-01 | 172.000839204467 |
| 1996-10-01 | 172.395773905283 |
| 1996-11-01 | 172.341957036720 |
| 1996-12-01 | 172.196126160181 |
| 1997-01-01 | 174.055093989019 |
| 1997-02-01 | 174.313906167633 |
| 1997-03-01 | 174.329009036197 |
| 1997-04-01 | 175.050393461897 |
| 1997-05-01 | 175.444930614587 |
| 1997-06-01 | 175.988595605763 |
| 1997-07-01 | 176.044349471493 |
| 1997-08-01 | 176.141038619627 |
| 1997-09-01 | 177.324220073512 |
| 1997-10-01 | 176.109133397308 |
| 1997-11-01 | 175.865047024448 |
| 1997-12-01 | 176.972925354008 |
| 1998-01-01 | 179.323286221068 |
| 1998-02-01 | 179.107890547182 |
| 1998-03-01 | 179.828200855239 |
| 1998-04-01 | 180.078713156871 |
| 1998-05-01 | 180.161806746016 |
| 1998-06-01 | 180.628075358178 |
| 1998-07-01 | 181.168016623991 |
| 1998-08-01 | 181.141652590516 |
| 1998-09-01 | 180.566227730222 |
| 1998-10-01 | 182.026707765265 |
| 1998-11-01 | 182.036534824923 |
| 1998-12-01 | 182.448855373688 |
| 1999-01-01 | 181.645695424491 |
| 1999-02-01 | 181.887056816854 |
| 1999-03-01 | 182.314161051188 |
| 1999-04-01 | 182.338319119894 |
| 1999-05-01 | 182.577795489945 |
| 1999-06-01 | 182.686180026452 |
| 1999-07-01 | 182.570788168454 |
| 1999-08-01 | 182.826257595519 |
| 1999-09-01 | 184.409654347725 |
| 1999-10-01 | 186.366931978253 |
| 1999-11-01 | 184.670652283408 |
| 1999-12-01 | 184.741362156548 |
| 2000-01-01 | 184.863554708644 |
| 2000-02-01 | 184.628204353619 |
| 2000-03-01 | 184.851320643657 |
| 2000-04-01 | 185.709272835679 |
| 2000-05-01 | 186.138834287481 |
| 2000-06-01 | 186.867013175153 |
| 2000-07-01 | 187.940210210114 |
| 2000-08-01 | 188.809362952477 |
| 2000-09-01 | 189.565845539414 |
| 2000-10-01 | 189.062070527282 |
| 2000-11-01 | 189.013056946515 |
| 2000-12-01 | 190.645756889901 |
| 2001-01-01 | 188.708067897330 |
| 2001-02-01 | 189.400372587217 |
| 2001-03-01 | 189.525241535213 |
| 2001-04-01 | 190.151513405284 |
| 2001-05-01 | 190.785726339901 |
| 2001-06-01 | 192.598130917698 |
| 2001-07-01 | 191.939759111032 |
| 2001-08-01 | 192.165480590209 |
| 2001-09-01 | 191.552901618991 |
| 2001-10-01 | 192.143870016860 |
| 2001-11-01 | 192.916468415105 |
| 2001-12-01 | 193.744435429560 |
| 2002-01-01 | 194.426515772275 |
| 2002-02-01 | 196.196341491055 |
| 2002-03-01 | 196.353948863176 |
| 2002-04-01 | 195.437078134569 |
| 2002-05-01 | 195.802544028908 |
| 2002-06-01 | 196.163748985896 |
| 2002-07-01 | 196.066736380872 |
| 2002-08-01 | 196.604234015563 |
| 2002-09-01 | 196.729477004651 |
| 2002-10-01 | 197.731077252479 |
| 2002-11-01 | 198.737440147918 |
| 2002-12-01 | 198.973375131231 |
| 2003-01-01 | 199.307029034711 |
| 2003-02-01 | 199.235713778090 |
| 2003-03-01 | 199.697799543052 |
| 2003-04-01 | 200.194754086204 |
| 2003-05-01 | 200.525846515226 |
| 2003-06-01 | 200.783116499411 |
| 2003-07-01 | 200.505152261023 |
| 2003-08-01 | 200.711834948349 |
| 2003-09-01 | 201.372378354498 |
| 2003-10-01 | 201.583820456461 |
| 2003-11-01 | 201.611267090722 |
| 2003-12-01 | 202.217232821541 |
| 2004-01-01 | 202.809640400693 |
| 2004-02-01 | 203.211078643456 |
| 2004-03-01 | 203.324126861212 |
| 2004-04-01 | 203.599316704278 |
| 2004-05-01 | 204.151114162358 |
| 2004-06-01 | 204.700986208265 |
| 2004-07-01 | 205.655717143346 |
| 2004-08-01 | 206.416622929596 |
| 2004-09-01 | 206.176691559070 |
| 2004-10-01 | 206.827493816581 |
| 2004-11-01 | 207.328095653362 |
| 2004-12-01 | 206.875390413250 |
| 2005-01-01 | 207.286274316673 |
| 2005-02-01 | 207.911310058984 |
| 2005-03-01 | 207.384593105553 |
| 2005-04-01 | 208.647104623403 |
| 2005-05-01 | 208.907234079529 |
| 2005-06-01 | 209.021936443868 |
| 2005-07-01 | 209.766775362655 |
| 2005-08-01 | 210.369569295960 |
| 2005-09-01 | 211.813988446483 |
| 2005-10-01 | 211.705985488099 |
| 2005-11-01 | 212.281999990887 |
| 2005-12-01 | 212.857077344731 |
| 2006-01-01 | 212.767522774570 |
| 2006-02-01 | 213.144420109026 |
| 2006-03-01 | 213.892564858635 |
| 2006-04-01 | 213.739910336015 |
| 2006-05-01 | 214.562384801336 |
| 2006-06-01 | 214.608977583295 |
| 2006-07-01 | 213.821115798240 |
| 2006-08-01 | 214.909499193891 |
| 2006-09-01 | 216.023435570871 |
| 2006-10-01 | 217.062383599311 |
| 2006-11-01 | 217.574445794652 |
| 2006-12-01 | 218.465926399147 |
| 2007-01-01 | 218.409925863438 |
| 2007-02-01 | 219.064132461966 |
| 2007-03-01 | 219.934924279595 |
| 2007-04-01 | 220.334792683023 |
| 2007-05-01 | 220.713369145532 |
| 2007-06-01 | 221.369165741724 |
| 2007-07-01 | 221.765646531658 |
| 2007-08-01 | 222.268448193883 |
| 2007-09-01 | 222.377813741266 |
| 2007-10-01 | 222.557350578562 |
| 2007-11-01 | 222.617553972470 |
| 2007-12-01 | 223.091297448725 |
| 2008-01-01 | 224.570200096518 |
| 2008-02-01 | 224.999277496879 |
| 2008-03-01 | 225.400859495397 |
| 2008-04-01 | 226.450325956094 |
| 2008-05-01 | 226.387194157578 |
| 2008-06-01 | 227.212182184747 |
| 2008-07-01 | 227.552164198796 |
| 2008-08-01 | 228.564932771222 |
| 2008-09-01 | 229.541512540469 |
| 2008-10-01 | 229.742187913656 |
| 2008-11-01 | 230.320612176693 |
| 2008-12-01 | 230.889297299094 |
| 2009-01-01 | 231.959275994565 |
| 2009-02-01 | 231.707820182893 |
| 2009-03-01 | 232.206864325603 |
| 2009-04-01 | 232.726525912725 |
| 2009-05-01 | 233.110244600360 |
| 2009-06-01 | 233.850223168050 |
| 2009-07-01 | 232.516136661615 |
| 2009-08-01 | 233.249856194760 |
| 2009-09-01 | 233.815382745445 |
| 2009-10-01 | 234.000886102105 |
| 2009-11-01 | 234.539720426360 |
| 2009-12-01 | 235.164227516281 |
| 2010-01-01 | 236.172818394988 |
| 2010-02-01 | 232.375424964737 |
| 2010-03-01 | 236.123527969754 |
| 2010-04-01 | 236.799732350336 |
| 2010-05-01 | 237.354597306572 |
| 2010-06-01 | 237.369834269340 |
| 2010-07-01 | 238.187219210360 |
| 2010-08-01 | 238.177244196781 |
| 2010-09-01 | 238.193037545213 |
| 2010-10-01 | 238.679473730970 |
| 2010-11-01 | 239.168465124129 |
| 2010-12-01 | 239.055000942849 |
| 2011-01-01 | 239.711420736316 |
| 2011-02-01 | 241.210959886934 |
| 2011-03-01 | 240.871417776674 |
| 2011-04-01 | 240.853109059185 |
| 2011-05-01 | 241.088290466042 |
| 2011-06-01 | 240.942397752701 |
| 2011-07-01 | 242.176733445684 |
| 2011-08-01 | 242.437530968481 |
| 2011-09-01 | 242.961471227460 |
| 2011-10-01 | 243.204109617878 |
| 2011-11-01 | 243.219264032410 |
| 2011-12-01 | 242.773360354069 |
| 2012-01-01 | 244.886542842445 |
| 2012-02-01 | 245.192257403744 |
| 2012-03-01 | 245.202948401503 |
| 2012-04-01 | 245.735161670251 |
| 2012-05-01 | 245.880846142207 |
| 2012-06-01 | 247.015031832842 |
| 2012-07-01 | 247.063140696862 |
| 2012-08-01 | 247.511302182831 |
| 2012-09-01 | 247.922252451228 |
| 2012-10-01 | 248.181520986492 |
| 2012-11-01 | 247.846057513132 |
| 2012-12-01 | 249.426396859430 |
| 2013-01-01 | 249.676215414791 |
| 2013-02-01 | 250.638223319696 |
| 2013-03-01 | 251.098317309151 |
| 2013-04-01 | 251.072921667405 |
| 2013-05-01 | 251.356670861041 |
| 2013-06-01 | 251.480343575644 |
| 2013-07-01 | 251.520112919651 |
| 2013-08-01 | 252.131397126092 |
| 2013-09-01 | 252.063942903715 |
| 2013-10-01 | 252.771400368784 |
| 2013-11-01 | 252.867712467910 |
| 2013-12-01 | 252.694038186554 |
| 2014-01-01 | 252.435515960456 |
| 2014-02-01 | 252.181152875177 |
| 2014-03-01 | 252.383159510868 |
| 2014-04-01 | 252.711750989763 |
| 2014-05-01 | 253.191706220001 |
| 2014-06-01 | 254.033137266103 |
| 2014-07-01 | 253.722375480895 |
| 2014-08-01 | 254.898586749846 |
| 2014-09-01 | 255.445729921621 |
| 2014-10-01 | 254.562349381883 |
| 2014-11-01 | 255.144197954381 |
| 2014-12-01 | 255.708202007924 |
| 2015-01-01 | 256.489309972128 |
| 2015-02-01 | 256.917237618567 |
| 2015-03-01 | 256.054812592618 |
| 2015-04-01 | 260.246814972741 |
| 2015-05-01 | 260.752219023308 |
| 2015-06-01 | 260.746759079721 |
| 2015-07-01 | 261.233408229515 |
| 2015-08-01 | 261.121531658042 |
| 2015-09-01 | 261.748161503723 |
| 2015-10-01 | 262.336714436680 |
| 2015-11-01 | 263.020044610243 |
| 2015-12-01 | 263.353369664029 |
| 2016-01-01 | 262.739932122098 |
| 2016-02-01 | 262.831103560638 |
| 2016-03-01 | 263.169364186310 |
| 2016-04-01 | 264.354777482524 |
| 2016-05-01 | 264.496905748182 |
| 2016-06-01 | 263.300952788539 |
| 2016-07-01 | 266.017037363879 |
| 2016-08-01 | 265.727054024153 |
| 2016-09-01 | 267.041586411811 |
| 2016-10-01 | 267.786307066932 |
| 2016-11-01 | 268.220856223800 |
| 2016-12-01 | 268.646788055327 |
| 2017-01-01 | 267.699698988800 |
| 2017-02-01 | 269.238439629153 |
| 2017-03-01 | 269.813656453858 |
| 2017-04-01 | 270.107949712530 |
| 2017-05-01 | 270.484797825725 |
| 2017-06-01 | 269.998675222055 |
| 2017-07-01 | 275.241589237370 |
| 2017-08-01 | 275.871928773174 |
| 2017-09-01 | 275.865300595419 |
| 2017-10-01 | 276.312709006630 |
| 2017-11-01 | 276.314975320322 |
| 2017-12-01 | 276.646643488424 |
| 2018-01-01 | 278.104001401597 |
| 2018-02-01 | 278.793846124996 |
| 2018-03-01 | 279.287887261898 |
| 2018-04-01 | 278.173465536670 |
| 2018-05-01 | 278.430213525206 |
| 2018-06-01 | 278.523181171013 |
| 2018-07-01 | 278.089617906798 |
| 2018-08-01 | 277.959110113886 |
| 2018-09-01 | 277.973269101585 |
| 2018-10-01 | 278.068528673152 |
| 2018-11-01 | 278.238083112405 |
| 2018-12-01 | 277.949245824690 |
| 2019-01-01 | 280.166876502691 |
| 2019-02-01 | 281.679048550722 |
| 2019-03-01 | 282.276255951806 |
| 2019-04-01 | 280.321061456336 |
| 2019-05-01 | 280.141153001998 |
| 2019-06-01 | 280.048200378724 |
| 2019-07-01 | 279.722850549093 |
| 2019-08-01 | 279.279863394915 |
| 2019-09-01 | 279.878398469917 |
| 2019-10-01 | 280.243594915438 |
| 2019-11-01 | 280.573240653114 |
| 2019-12-01 | 280.173894136079 |
| 2020-01-01 | 279.661299856341 |
| 2020-02-01 | 280.363120402832 |
| 2020-03-01 | 279.573053234127 |
| 2020-04-01 | 249.722969698008 |
| 2020-05-01 | 253.212863723797 |
| 2020-06-01 | 255.793340853041 |
| 2020-07-01 | 256.358970454116 |
| 2020-08-01 | 258.450341167359 |
| 2020-09-01 | 259.184879835891 |
| 2020-10-01 | 259.869092024006 |
| 2020-11-01 | 260.413933920622 |
| 2020-12-01 | 260.945097439397 |
| 2021-01-01 | 261.492745189489 |
| 2021-02-01 | 261.169137487570 |
| 2021-03-01 | 262.413838646084 |
| 2021-04-01 | 261.743273388710 |
| 2021-05-01 | 261.376103659592 |
| 2021-06-01 | 261.257326626541 |
| 2021-07-01 | 262.723814552331 |
| 2021-08-01 | 262.513603016428 |
| 2021-09-01 | 261.931631219041 |
| 2021-10-01 | 263.311755187314 |
| 2021-11-01 | 263.777673621809 |
| 2021-12-01 | 265.629456990281 |
| 2022-01-01 | 262.114387193228 |
| 2022-02-01 | 263.389571690227 |
| 2022-03-01 | 262.665648729945 |
| 2022-04-01 | 265.504907604792 |
| 2022-05-01 | 265.868840324752 |
| 2022-06-01 | 265.350187862715 |
| 2022-07-01 | 266.539304066946 |
| 2022-08-01 | 267.775763142798 |
| 2022-09-01 | 267.987388764293 |
| 2022-10-01 | 266.932966960805 |
| 2022-11-01 | 266.891156377228 |
| 2022-12-01 | 266.911526383224 |
| 2023-01-01 | 269.878678849040 |
| 2023-02-01 | 271.282244801417 |
| 2023-03-01 | 271.902908097671 |
| 2023-04-01 | 274.621398105977 |
| 2023-05-01 | 275.536533031768 |
| 2023-06-01 | 276.900953882955 |
| 2023-07-01 | 276.376238467197 |
| 2023-08-01 | 275.953373952336 |
| 2023-09-01 | 277.657035468890 |
| 2023-10-01 | 278.224855960039 |
| 2023-11-01 | 278.957349522787 |
| 2023-12-01 | 279.073938400243 |
| 2024-01-01 | 284.748897985317 |
| 2024-02-01 | 285.658945333764 |
| 2024-03-01 | 286.294374590218 |
| 2024-04-01 | 285.670828542216 |
| 2024-05-01 | 286.143784288967 |
| 2024-06-01 | 286.713722657572 |
| 2024-07-01 | 287.588448776728 |
| 2024-08-01 | 288.102430336486 |
| 2024-09-01 | 286.677609538491 |
| 2024-10-01 | 289.618828468244 |
| 2024-11-01 | 291.327176657891 |
| 2024-12-01 | 292.277789188917 |
| 2025-01-01 | 293.141260800652 |
| 2025-02-01 | 294.319563407142 |
| 2025-03-01 | 294.609998457686 |
| 2025-04-01 | 294.363011548351 |
| 2025-05-01 | 295.824093974137 |
| 2025-06-01 | 296.627952195754 |
| 2025-07-01 | 297.611900181969 |
| 2025-08-01 | 298.885335013795 |
| 2025-09-01 | 300.095023578365 |