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 2026-04-01 |
| Last Updated | 2026-05-26 3:02 PM 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 | 140.411958219023 |
| 1990-02-01 | 141.709957566985 |
| 1990-03-01 | 142.509069080739 |
| 1990-04-01 | 140.713658285428 |
| 1990-05-01 | 141.436720417372 |
| 1990-06-01 | 141.884325439610 |
| 1990-07-01 | 143.109926468734 |
| 1990-08-01 | 144.560771029535 |
| 1990-09-01 | 145.418142736070 |
| 1990-10-01 | 145.754501434871 |
| 1990-11-01 | 146.473131943641 |
| 1990-12-01 | 146.991612284857 |
| 1991-01-01 | 145.861483617987 |
| 1991-02-01 | 146.649228407194 |
| 1991-03-01 | 147.318610249971 |
| 1991-04-01 | 147.205398896498 |
| 1991-05-01 | 147.323719471299 |
| 1991-06-01 | 147.066779138665 |
| 1991-07-01 | 146.956561604315 |
| 1991-08-01 | 147.091300943635 |
| 1991-09-01 | 148.599010274209 |
| 1991-10-01 | 149.898940369543 |
| 1991-11-01 | 150.463777346228 |
| 1991-12-01 | 150.661323761919 |
| 1992-01-01 | 151.391310625363 |
| 1992-02-01 | 151.907330174084 |
| 1992-03-01 | 152.435376079888 |
| 1992-04-01 | 153.435354137293 |
| 1992-05-01 | 153.890988665890 |
| 1992-06-01 | 154.598501497988 |
| 1992-07-01 | 154.845530243842 |
| 1992-08-01 | 155.120818169989 |
| 1992-09-01 | 155.075275819609 |
| 1992-10-01 | 156.100099478458 |
| 1992-11-01 | 156.082674012472 |
| 1992-12-01 | 157.221891733803 |
| 1993-01-01 | 158.017726178680 |
| 1993-02-01 | 158.260545345145 |
| 1993-03-01 | 158.260915290989 |
| 1993-04-01 | 158.469558080097 |
| 1993-05-01 | 158.871099920770 |
| 1993-06-01 | 159.131204367424 |
| 1993-07-01 | 159.852555368063 |
| 1993-08-01 | 160.027753959019 |
| 1993-09-01 | 160.249030965196 |
| 1993-10-01 | 159.875970667784 |
| 1993-11-01 | 159.887009543169 |
| 1993-12-01 | 160.129916573266 |
| 1994-01-01 | 157.824474512972 |
| 1994-02-01 | 157.659175027623 |
| 1994-03-01 | 158.110727595090 |
| 1994-04-01 | 160.622251953238 |
| 1994-05-01 | 160.155287503416 |
| 1994-06-01 | 161.040649755521 |
| 1994-07-01 | 161.644363741777 |
| 1994-08-01 | 162.011797832516 |
| 1994-09-01 | 162.295035244197 |
| 1994-10-01 | 162.382338467905 |
| 1994-11-01 | 163.187230810361 |
| 1994-12-01 | 163.845832246474 |
| 1995-01-01 | 164.234632169076 |
| 1995-02-01 | 164.940044890836 |
| 1995-03-01 | 165.308876392155 |
| 1995-04-01 | 165.121582940516 |
| 1995-05-01 | 165.670671945710 |
| 1995-06-01 | 165.680420232863 |
| 1995-07-01 | 166.527102302415 |
| 1995-08-01 | 166.830486064887 |
| 1995-09-01 | 169.001823544979 |
| 1995-10-01 | 167.988144495026 |
| 1995-11-01 | 168.898237200208 |
| 1995-12-01 | 168.796009525567 |
| 1996-01-01 | 167.560621590378 |
| 1996-02-01 | 169.311676111065 |
| 1996-03-01 | 169.598515039247 |
| 1996-04-01 | 169.929743817323 |
| 1996-05-01 | 170.086500011125 |
| 1996-06-01 | 170.571559350773 |
| 1996-07-01 | 170.505671316553 |
| 1996-08-01 | 170.749595464363 |
| 1996-09-01 | 171.289195471486 |
| 1996-10-01 | 171.698425691778 |
| 1996-11-01 | 171.745326325055 |
| 1996-12-01 | 171.452842413261 |
| 1997-01-01 | 173.338156662591 |
| 1997-02-01 | 173.642764808566 |
| 1997-03-01 | 173.640656216789 |
| 1997-04-01 | 174.326650183313 |
| 1997-05-01 | 174.727073274510 |
| 1997-06-01 | 175.180829777215 |
| 1997-07-01 | 175.330193580056 |
| 1997-08-01 | 175.423605547043 |
| 1997-09-01 | 176.526133880096 |
| 1997-10-01 | 175.311564753883 |
| 1997-11-01 | 175.177510340995 |
| 1997-12-01 | 176.235197487699 |
| 1998-01-01 | 178.503141715063 |
| 1998-02-01 | 178.302175750920 |
| 1998-03-01 | 178.932649520135 |
| 1998-04-01 | 179.260912342430 |
| 1998-05-01 | 179.346170331064 |
| 1998-06-01 | 179.828490749577 |
| 1998-07-01 | 180.254462747870 |
| 1998-08-01 | 180.328214414295 |
| 1998-09-01 | 179.680843660726 |
| 1998-10-01 | 181.122072369777 |
| 1998-11-01 | 181.256166240410 |
| 1998-12-01 | 181.524996594308 |
| 1999-01-01 | 180.722324572724 |
| 1999-02-01 | 180.956760185694 |
| 1999-03-01 | 181.386813414849 |
| 1999-04-01 | 181.433911623668 |
| 1999-05-01 | 181.670339627208 |
| 1999-06-01 | 181.789444421817 |
| 1999-07-01 | 181.663100989480 |
| 1999-08-01 | 181.822075845430 |
| 1999-09-01 | 183.540924366910 |
| 1999-10-01 | 185.463786095472 |
| 1999-11-01 | 183.762291270974 |
| 1999-12-01 | 183.740535809146 |
| 2000-01-01 | 183.843154818202 |
| 2000-02-01 | 183.572642088850 |
| 2000-03-01 | 183.791392951861 |
| 2000-04-01 | 184.720318107568 |
| 2000-05-01 | 185.139655861735 |
| 2000-06-01 | 185.772215672919 |
| 2000-07-01 | 186.938143893647 |
| 2000-08-01 | 187.717741314582 |
| 2000-09-01 | 188.510833129411 |
| 2000-10-01 | 187.959771673096 |
| 2000-11-01 | 188.075920734296 |
| 2000-12-01 | 189.566097232397 |
| 2001-01-01 | 187.600348828587 |
| 2001-02-01 | 188.217674940046 |
| 2001-03-01 | 188.330970145377 |
| 2001-04-01 | 188.975546374497 |
| 2001-05-01 | 189.702160275882 |
| 2001-06-01 | 191.402861419723 |
| 2001-07-01 | 190.836435591790 |
| 2001-08-01 | 190.988012345639 |
| 2001-09-01 | 190.404423930497 |
| 2001-10-01 | 191.050206767631 |
| 2001-11-01 | 191.751467634677 |
| 2001-12-01 | 192.573104061418 |
| 2002-01-01 | 193.223393414152 |
| 2002-02-01 | 194.907110163066 |
| 2002-03-01 | 195.046331572621 |
| 2002-04-01 | 194.267899268996 |
| 2002-05-01 | 194.529707805398 |
| 2002-06-01 | 194.858350477908 |
| 2002-07-01 | 194.761830745903 |
| 2002-08-01 | 195.332708735350 |
| 2002-09-01 | 195.478942430471 |
| 2002-10-01 | 196.436632223373 |
| 2002-11-01 | 197.470111877923 |
| 2002-12-01 | 197.700636471981 |
| 2003-01-01 | 198.015541978431 |
| 2003-02-01 | 197.848815596492 |
| 2003-03-01 | 198.188575003886 |
| 2003-04-01 | 198.928817594506 |
| 2003-05-01 | 199.259983750633 |
| 2003-06-01 | 199.464385711749 |
| 2003-07-01 | 199.204459767562 |
| 2003-08-01 | 199.437730888720 |
| 2003-09-01 | 200.007830068965 |
| 2003-10-01 | 200.189880976421 |
| 2003-11-01 | 200.240461185266 |
| 2003-12-01 | 200.840607394196 |
| 2004-01-01 | 201.421520650835 |
| 2004-02-01 | 201.750364570163 |
| 2004-03-01 | 201.843490141342 |
| 2004-04-01 | 202.123298929554 |
| 2004-05-01 | 202.678143861541 |
| 2004-06-01 | 203.265472219617 |
| 2004-07-01 | 204.261843100526 |
| 2004-08-01 | 204.931207169477 |
| 2004-09-01 | 204.687258263571 |
| 2004-10-01 | 205.330701652819 |
| 2004-11-01 | 205.852359107893 |
| 2004-12-01 | 205.392701319440 |
| 2005-01-01 | 205.833904212977 |
| 2005-02-01 | 206.373762974949 |
| 2005-03-01 | 205.828820563270 |
| 2005-04-01 | 207.162017983579 |
| 2005-05-01 | 207.416190500157 |
| 2005-06-01 | 207.479108587089 |
| 2005-07-01 | 208.267744715183 |
| 2005-08-01 | 208.878780524323 |
| 2005-09-01 | 210.197884834080 |
| 2005-10-01 | 210.207002206173 |
| 2005-11-01 | 210.797111031397 |
| 2005-12-01 | 211.264492729880 |
| 2006-01-01 | 211.266983332695 |
| 2006-02-01 | 211.524151883331 |
| 2006-03-01 | 212.261323707653 |
| 2006-04-01 | 212.148914332912 |
| 2006-05-01 | 212.953742400484 |
| 2006-06-01 | 212.945626763536 |
| 2006-07-01 | 212.220376348508 |
| 2006-08-01 | 213.314439056620 |
| 2006-09-01 | 214.285448521149 |
| 2006-10-01 | 215.362669060538 |
| 2006-11-01 | 215.878354155048 |
| 2006-12-01 | 216.764326733080 |
| 2007-01-01 | 216.894086248323 |
| 2007-02-01 | 217.333712656556 |
| 2007-03-01 | 218.199397100637 |
| 2007-04-01 | 218.648575539911 |
| 2007-05-01 | 218.991164710480 |
| 2007-06-01 | 219.598687284967 |
| 2007-07-01 | 219.956781054050 |
| 2007-08-01 | 220.465890405552 |
| 2007-09-01 | 220.634323778600 |
| 2007-10-01 | 220.753422102877 |
| 2007-11-01 | 220.812516191775 |
| 2007-12-01 | 221.287809568094 |
| 2008-01-01 | 223.010271165186 |
| 2008-02-01 | 223.154878988377 |
| 2008-03-01 | 223.569180716191 |
| 2008-04-01 | 224.659789892252 |
| 2008-05-01 | 224.551524922719 |
| 2008-06-01 | 225.253004900196 |
| 2008-07-01 | 225.739983856859 |
| 2008-08-01 | 226.648158811847 |
| 2008-09-01 | 227.598316237262 |
| 2008-10-01 | 227.838839036358 |
| 2008-11-01 | 228.405241879705 |
| 2008-12-01 | 228.983930486186 |
| 2009-01-01 | 230.342584832115 |
| 2009-02-01 | 229.846127107776 |
| 2009-03-01 | 230.270932166874 |
| 2009-04-01 | 230.832327965663 |
| 2009-05-01 | 231.161831037980 |
| 2009-06-01 | 231.822978857967 |
| 2009-07-01 | 230.594376653807 |
| 2009-08-01 | 231.318554945219 |
| 2009-09-01 | 231.883834018182 |
| 2009-10-01 | 231.994980695541 |
| 2009-11-01 | 232.525543029465 |
| 2009-12-01 | 233.166027242417 |
| 2010-01-01 | 234.442303639555 |
| 2010-02-01 | 230.310038682422 |
| 2010-03-01 | 234.088709255224 |
| 2010-04-01 | 234.703050447633 |
| 2010-05-01 | 235.304591699703 |
| 2010-06-01 | 235.265303391268 |
| 2010-07-01 | 236.168563620836 |
| 2010-08-01 | 236.132918586630 |
| 2010-09-01 | 236.166785623644 |
| 2010-10-01 | 236.676357350903 |
| 2010-11-01 | 237.159184978890 |
| 2010-12-01 | 236.966783629027 |
| 2011-01-01 | 237.837642292946 |
| 2011-02-01 | 239.046780523830 |
| 2011-03-01 | 238.736760858496 |
| 2011-04-01 | 238.752055800496 |
| 2011-05-01 | 238.937044107494 |
| 2011-06-01 | 238.759171682974 |
| 2011-07-01 | 239.967420996424 |
| 2011-08-01 | 240.293049680222 |
| 2011-09-01 | 240.734798841219 |
| 2011-10-01 | 241.007019497322 |
| 2011-11-01 | 241.018514706804 |
| 2011-12-01 | 240.602254621840 |
| 2012-01-01 | 242.834297178592 |
| 2012-02-01 | 242.940461180935 |
| 2012-03-01 | 242.979973464369 |
| 2012-04-01 | 243.528772271903 |
| 2012-05-01 | 243.617121876757 |
| 2012-06-01 | 244.751955386641 |
| 2012-07-01 | 244.778209511409 |
| 2012-08-01 | 245.274947765586 |
| 2012-09-01 | 245.589171126789 |
| 2012-10-01 | 245.895162405428 |
| 2012-11-01 | 245.542901169682 |
| 2012-12-01 | 247.160575860065 |
| 2013-01-01 | 247.471251707538 |
| 2013-02-01 | 248.290754310864 |
| 2013-03-01 | 248.780933107689 |
| 2013-04-01 | 248.661136502947 |
| 2013-05-01 | 248.970999053013 |
| 2013-06-01 | 249.221132948750 |
| 2013-07-01 | 249.300187229019 |
| 2013-08-01 | 249.800056384004 |
| 2013-09-01 | 249.721724959822 |
| 2013-10-01 | 250.388384344517 |
| 2013-11-01 | 250.463662221416 |
| 2013-12-01 | 250.326599297588 |
| 2014-01-01 | 250.089170830351 |
| 2014-02-01 | 249.836110405173 |
| 2014-03-01 | 249.969427619599 |
| 2014-04-01 | 250.294426451068 |
| 2014-05-01 | 250.691008595407 |
| 2014-06-01 | 251.657713609935 |
| 2014-07-01 | 251.369711953773 |
| 2014-08-01 | 252.374950134944 |
| 2014-09-01 | 252.894754545547 |
| 2014-10-01 | 252.084858700947 |
| 2014-11-01 | 252.738274636978 |
| 2014-12-01 | 253.237455112051 |
| 2015-01-01 | 254.023388861361 |
| 2015-02-01 | 254.366373530838 |
| 2015-03-01 | 253.531102064182 |
| 2015-04-01 | 257.717224652623 |
| 2015-05-01 | 258.147533703705 |
| 2015-06-01 | 258.253737642891 |
| 2015-07-01 | 258.839524753656 |
| 2015-08-01 | 258.607751438999 |
| 2015-09-01 | 259.193277614745 |
| 2015-10-01 | 259.759691393852 |
| 2015-11-01 | 260.508558546689 |
| 2015-12-01 | 260.830923043542 |
| 2016-01-01 | 260.164206079158 |
| 2016-02-01 | 260.132659165382 |
| 2016-03-01 | 260.501227761409 |
| 2016-04-01 | 261.727860631230 |
| 2016-05-01 | 261.802308501087 |
| 2016-06-01 | 260.610557616957 |
| 2016-07-01 | 263.628161077942 |
| 2016-08-01 | 263.024198868210 |
| 2016-09-01 | 264.303133713926 |
| 2016-10-01 | 265.227666925099 |
| 2016-11-01 | 265.519867615832 |
| 2016-12-01 | 266.085022074026 |
| 2017-01-01 | 265.118214884426 |
| 2017-02-01 | 266.376087240462 |
| 2017-03-01 | 266.951435864781 |
| 2017-04-01 | 267.385196765268 |
| 2017-05-01 | 267.703208794236 |
| 2017-06-01 | 267.311562020020 |
| 2017-07-01 | 272.649648177855 |
| 2017-08-01 | 273.079940458094 |
| 2017-09-01 | 273.169210781831 |
| 2017-10-01 | 273.588272756705 |
| 2017-11-01 | 273.660540522409 |
| 2017-12-01 | 274.070124391526 |
| 2018-01-01 | 275.332856108959 |
| 2018-02-01 | 275.664344597730 |
| 2018-03-01 | 276.223856367440 |
| 2018-04-01 | 275.353462439853 |
| 2018-05-01 | 275.547721058621 |
| 2018-06-01 | 275.711418258820 |
| 2018-07-01 | 275.497980638105 |
| 2018-08-01 | 275.179270558076 |
| 2018-09-01 | 275.236339093588 |
| 2018-10-01 | 275.331280502793 |
| 2018-11-01 | 275.532265049676 |
| 2018-12-01 | 275.422343376030 |
| 2019-01-01 | 277.272345641537 |
| 2019-02-01 | 278.243681592768 |
| 2019-03-01 | 279.005996643134 |
| 2019-04-01 | 277.360125382606 |
| 2019-05-01 | 277.039120252798 |
| 2019-06-01 | 277.004969564829 |
| 2019-07-01 | 277.034677157492 |
| 2019-08-01 | 276.438094584062 |
| 2019-09-01 | 277.126050289999 |
| 2019-10-01 | 277.522130456949 |
| 2019-11-01 | 277.923033248318 |
| 2019-12-01 | 277.575586485343 |
| 2020-01-01 | 276.700953365064 |
| 2020-02-01 | 276.586738912478 |
| 2020-03-01 | 276.106240397151 |
| 2020-04-01 | 246.593459006226 |
| 2020-05-01 | 250.059850129358 |
| 2020-06-01 | 252.642091806594 |
| 2020-07-01 | 253.467884018093 |
| 2020-08-01 | 255.506561753295 |
| 2020-09-01 | 256.429703048203 |
| 2020-10-01 | 257.297864846338 |
| 2020-11-01 | 257.871155445623 |
| 2020-12-01 | 258.309224441429 |
| 2021-01-01 | 258.145989584470 |
| 2021-02-01 | 257.196556506542 |
| 2021-03-01 | 258.783256543264 |
| 2021-04-01 | 258.359880753420 |
| 2021-05-01 | 258.030965019597 |
| 2021-06-01 | 258.100348158453 |
| 2021-07-01 | 259.869914168312 |
| 2021-08-01 | 259.490441349248 |
| 2021-09-01 | 259.117619525171 |
| 2021-10-01 | 260.708494366436 |
| 2021-11-01 | 261.391163374080 |
| 2021-12-01 | 263.010612557920 |
| 2022-01-01 | 258.514395317489 |
| 2022-02-01 | 259.185529930838 |
| 2022-03-01 | 258.884318824296 |
| 2022-04-01 | 261.820880664209 |
| 2022-05-01 | 262.335151801480 |
| 2022-06-01 | 262.088970569655 |
| 2022-07-01 | 263.631513119385 |
| 2022-08-01 | 264.505170436288 |
| 2022-09-01 | 265.347707552632 |
| 2022-10-01 | 264.457623190766 |
| 2022-11-01 | 264.714918708772 |
| 2022-12-01 | 264.340182255405 |
| 2023-01-01 | 265.806397195887 |
| 2023-02-01 | 266.923253243559 |
| 2023-03-01 | 267.928641498221 |
| 2023-04-01 | 270.630065192456 |
| 2023-05-01 | 271.852528422643 |
| 2023-06-01 | 273.549728374580 |
| 2023-07-01 | 273.379451109688 |
| 2023-08-01 | 272.590476982195 |
| 2023-09-01 | 275.100190585485 |
| 2023-10-01 | 275.852727493160 |
| 2023-11-01 | 277.006058746566 |
| 2023-12-01 | 276.415647653274 |
| 2024-01-01 | 280.072815561664 |
| 2024-02-01 | 281.163969204353 |
| 2024-03-01 | 282.085714912608 |
| 2024-04-01 | 282.229980331304 |
| 2024-05-01 | 282.833772134088 |
| 2024-06-01 | 283.704981012172 |
| 2024-07-01 | 284.294508483784 |
| 2024-08-01 | 284.595787663728 |
| 2024-09-01 | 285.796099402899 |
| 2024-10-01 | 287.059291422745 |
| 2024-11-01 | 287.985222080298 |
| 2024-12-01 | 289.060721702861 |
| 2025-01-01 | 289.506507855979 |
| 2025-02-01 | 290.259602307464 |
| 2025-03-01 | 291.256954754363 |
| 2025-04-01 | 288.779142081580 |
| 2025-05-01 | 289.825308095964 |
| 2025-06-01 | 290.132687817642 |
| 2025-07-01 | 290.609722490460 |
| 2025-08-01 | 291.784085104601 |
| 2025-09-01 | 291.425204621138 |
| 2025-10-01 | 291.645769422281 |
| 2025-11-01 | 292.084975954473 |
| 2025-12-01 | 292.593018416874 |
| 2026-01-01 | 293.828158682609 |
| 2026-02-01 | 293.019412886785 |
| 2026-03-01 | 294.107584550927 |
| 2026-04-01 | 294.782819897273 |