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 2026-05-01 |
| Last Updated | 2026-06-24 10:12 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 | 140.587397305236 |
| 1990-02-01 | 141.766668520233 |
| 1990-03-01 | 142.587348849071 |
| 1990-04-01 | 140.884818176405 |
| 1990-05-01 | 141.450515553006 |
| 1990-06-01 | 141.913119197566 |
| 1990-07-01 | 143.118602734363 |
| 1990-08-01 | 144.538606178034 |
| 1990-09-01 | 145.351777816979 |
| 1990-10-01 | 145.656480958801 |
| 1990-11-01 | 146.308109411793 |
| 1990-12-01 | 146.760253213059 |
| 1991-01-01 | 146.084302136871 |
| 1991-02-01 | 146.696237025793 |
| 1991-03-01 | 147.439437817535 |
| 1991-04-01 | 147.376606970978 |
| 1991-05-01 | 147.341466811927 |
| 1991-06-01 | 147.093344248413 |
| 1991-07-01 | 146.956739347026 |
| 1991-08-01 | 147.056240152085 |
| 1991-09-01 | 148.516475453184 |
| 1991-10-01 | 149.778893975455 |
| 1991-11-01 | 150.270845658939 |
| 1991-12-01 | 150.437642956491 |
| 1992-01-01 | 151.663084422486 |
| 1992-02-01 | 151.962670210220 |
| 1992-03-01 | 152.614209321593 |
| 1992-04-01 | 153.586384085583 |
| 1992-05-01 | 153.924233353480 |
| 1992-06-01 | 154.618584316956 |
| 1992-07-01 | 154.829730346959 |
| 1992-08-01 | 155.063342969807 |
| 1992-09-01 | 154.967616518192 |
| 1992-10-01 | 155.941347040552 |
| 1992-11-01 | 155.852047399877 |
| 1992-12-01 | 157.040233015284 |
| 1993-01-01 | 158.347493885441 |
| 1993-02-01 | 158.317210312108 |
| 1993-03-01 | 158.497959355181 |
| 1993-04-01 | 158.598018614685 |
| 1993-05-01 | 158.908615129825 |
| 1993-06-01 | 159.136252583824 |
| 1993-07-01 | 159.816472394397 |
| 1993-08-01 | 159.947157537766 |
| 1993-09-01 | 160.122093561147 |
| 1993-10-01 | 159.700442931928 |
| 1993-11-01 | 159.656532039422 |
| 1993-12-01 | 159.996512201520 |
| 1994-01-01 | 158.169491660354 |
| 1994-02-01 | 157.722154057456 |
| 1994-03-01 | 158.350353552039 |
| 1994-04-01 | 160.722332483363 |
| 1994-05-01 | 160.194138788157 |
| 1994-06-01 | 161.033736911553 |
| 1994-07-01 | 161.594869473298 |
| 1994-08-01 | 161.923228723295 |
| 1994-09-01 | 162.163248739082 |
| 1994-10-01 | 162.211767787097 |
| 1994-11-01 | 162.968950500705 |
| 1994-12-01 | 163.752654228841 |
| 1995-01-01 | 164.611273596431 |
| 1995-02-01 | 164.982039643967 |
| 1995-03-01 | 165.535389316364 |
| 1995-04-01 | 165.202168046822 |
| 1995-05-01 | 165.689333657138 |
| 1995-06-01 | 165.657629786387 |
| 1995-07-01 | 166.472059350851 |
| 1995-08-01 | 166.747612230474 |
| 1995-09-01 | 168.873056764553 |
| 1995-10-01 | 167.858444542146 |
| 1995-11-01 | 168.745309939460 |
| 1995-12-01 | 168.722287557258 |
| 1996-01-01 | 167.897387610635 |
| 1996-02-01 | 169.346473488219 |
| 1996-03-01 | 169.756656068338 |
| 1996-04-01 | 169.982589102299 |
| 1996-05-01 | 170.090527701367 |
| 1996-06-01 | 170.543010399226 |
| 1996-07-01 | 170.457527904120 |
| 1996-08-01 | 170.686614760341 |
| 1996-09-01 | 171.179177878629 |
| 1996-10-01 | 171.618377529686 |
| 1996-11-01 | 171.664783259225 |
| 1996-12-01 | 171.400954343557 |
| 1997-01-01 | 173.613907522969 |
| 1997-02-01 | 173.663495715814 |
| 1997-03-01 | 173.723870308776 |
| 1997-04-01 | 174.351233435807 |
| 1997-05-01 | 174.720204170711 |
| 1997-06-01 | 175.152641672160 |
| 1997-07-01 | 175.294634431410 |
| 1997-08-01 | 175.382976113630 |
| 1997-09-01 | 176.440177549436 |
| 1997-10-01 | 175.276402892853 |
| 1997-11-01 | 175.162340278153 |
| 1997-12-01 | 176.206132302329 |
| 1998-01-01 | 178.686690932095 |
| 1998-02-01 | 178.318688222383 |
| 1998-03-01 | 178.948858816496 |
| 1998-04-01 | 179.266278502889 |
| 1998-05-01 | 179.338072582083 |
| 1998-06-01 | 179.810084464720 |
| 1998-07-01 | 180.234823283663 |
| 1998-08-01 | 180.307857292219 |
| 1998-09-01 | 179.620295063974 |
| 1998-10-01 | 181.111052232064 |
| 1998-11-01 | 181.259046844534 |
| 1998-12-01 | 181.507012457376 |
| 1999-01-01 | 180.853225226950 |
| 1999-02-01 | 180.957068884560 |
| 1999-03-01 | 181.384856759548 |
| 1999-04-01 | 181.427423970655 |
| 1999-05-01 | 181.660545680687 |
| 1999-06-01 | 181.776680358835 |
| 1999-07-01 | 181.654182400477 |
| 1999-08-01 | 181.813398138943 |
| 1999-09-01 | 183.501048042284 |
| 1999-10-01 | 185.463017220961 |
| 1999-11-01 | 183.770861102375 |
| 1999-12-01 | 183.736728116001 |
| 2000-01-01 | 183.913951571215 |
| 2000-02-01 | 183.574592881792 |
| 2000-03-01 | 183.787359939486 |
| 2000-04-01 | 184.711699694236 |
| 2000-05-01 | 185.131707738081 |
| 2000-06-01 | 185.764534092024 |
| 2000-07-01 | 186.934241186883 |
| 2000-08-01 | 187.711688019372 |
| 2000-09-01 | 188.489550438144 |
| 2000-10-01 | 187.959719008329 |
| 2000-11-01 | 188.080598159300 |
| 2000-12-01 | 189.568608175609 |
| 2001-01-01 | 187.636389307042 |
| 2001-02-01 | 188.222046904823 |
| 2001-03-01 | 188.328718275409 |
| 2001-04-01 | 188.968686021903 |
| 2001-05-01 | 189.696880866303 |
| 2001-06-01 | 191.397557186054 |
| 2001-07-01 | 190.833220132252 |
| 2001-08-01 | 190.982354232584 |
| 2001-09-01 | 190.399912731785 |
| 2001-10-01 | 191.049409780929 |
| 2001-11-01 | 191.751876292043 |
| 2001-12-01 | 192.576358333053 |
| 2002-01-01 | 193.240326705495 |
| 2002-02-01 | 194.911643314700 |
| 2002-03-01 | 195.045031505123 |
| 2002-04-01 | 194.263169339113 |
| 2002-05-01 | 194.526617458590 |
| 2002-06-01 | 194.854794340129 |
| 2002-07-01 | 194.759769812435 |
| 2002-08-01 | 195.329120083959 |
| 2002-09-01 | 195.480342842043 |
| 2002-10-01 | 196.435651477268 |
| 2002-11-01 | 197.469469857728 |
| 2002-12-01 | 197.701470929094 |
| 2003-01-01 | 198.025469922095 |
| 2003-02-01 | 197.851825265423 |
| 2003-03-01 | 198.187263739645 |
| 2003-04-01 | 198.925407844372 |
| 2003-05-01 | 199.258337118071 |
| 2003-06-01 | 199.462056918066 |
| 2003-07-01 | 199.203280406185 |
| 2003-08-01 | 199.436998453964 |
| 2003-09-01 | 200.008950302773 |
| 2003-10-01 | 200.189518005241 |
| 2003-11-01 | 200.239961912733 |
| 2003-12-01 | 200.840779984979 |
| 2004-01-01 | 201.426227610219 |
| 2004-02-01 | 201.752361599979 |
| 2004-03-01 | 201.842762463981 |
| 2004-04-01 | 202.121238406682 |
| 2004-05-01 | 202.677215882484 |
| 2004-06-01 | 203.264140669098 |
| 2004-07-01 | 204.261378193483 |
| 2004-08-01 | 204.931242593408 |
| 2004-09-01 | 204.687492689247 |
| 2004-10-01 | 205.330900704244 |
| 2004-11-01 | 205.852401551759 |
| 2004-12-01 | 205.393138826293 |
| 2005-01-01 | 205.834625798491 |
| 2005-02-01 | 206.375314953964 |
| 2005-03-01 | 205.828648744074 |
| 2005-04-01 | 207.160942930456 |
| 2005-05-01 | 207.415553079635 |
| 2005-06-01 | 207.478555052297 |
| 2005-07-01 | 208.267479916335 |
| 2005-08-01 | 208.878864888211 |
| 2005-09-01 | 210.198360781238 |
| 2005-10-01 | 210.207424934052 |
| 2005-11-01 | 210.797016496654 |
| 2005-12-01 | 211.264400372053 |
| 2006-01-01 | 211.267853570472 |
| 2006-02-01 | 211.523755152553 |
| 2006-03-01 | 212.260965521832 |
| 2006-04-01 | 212.148850999642 |
| 2006-05-01 | 212.953577203070 |
| 2006-06-01 | 212.944848803265 |
| 2006-07-01 | 212.220353429758 |
| 2006-08-01 | 213.314880793293 |
| 2006-09-01 | 214.286229476635 |
| 2006-10-01 | 215.363396694802 |
| 2006-11-01 | 215.878760880653 |
| 2006-12-01 | 216.764751503882 |
| 2007-01-01 | 216.893560572190 |
| 2007-02-01 | 217.330765072591 |
| 2007-03-01 | 218.199641026810 |
| 2007-04-01 | 218.649132902478 |
| 2007-05-01 | 218.991450859408 |
| 2007-06-01 | 219.597748324850 |
| 2007-07-01 | 219.957058764076 |
| 2007-08-01 | 220.466725618086 |
| 2007-09-01 | 220.635468388171 |
| 2007-10-01 | 220.754544765755 |
| 2007-11-01 | 220.813547778399 |
| 2007-12-01 | 221.288976321604 |
| 2008-01-01 | 223.008224225517 |
| 2008-02-01 | 223.148862035826 |
| 2008-03-01 | 223.570180859170 |
| 2008-04-01 | 224.660953739268 |
| 2008-05-01 | 224.552336603513 |
| 2008-06-01 | 225.251776776683 |
| 2008-07-01 | 225.740682094875 |
| 2008-08-01 | 226.649448233056 |
| 2008-09-01 | 227.599801761654 |
| 2008-10-01 | 227.840277666895 |
| 2008-11-01 | 228.406851139600 |
| 2008-12-01 | 228.986183038032 |
| 2009-01-01 | 230.338808280048 |
| 2009-02-01 | 229.836958124913 |
| 2009-03-01 | 230.272807336301 |
| 2009-04-01 | 230.834088825322 |
| 2009-05-01 | 231.163064320120 |
| 2009-06-01 | 231.821947040255 |
| 2009-07-01 | 230.595476552916 |
| 2009-08-01 | 231.320023554195 |
| 2009-09-01 | 231.885386424759 |
| 2009-10-01 | 231.996527468026 |
| 2009-11-01 | 232.527226081564 |
| 2009-12-01 | 233.168428059142 |
| 2010-01-01 | 234.438278172759 |
| 2010-02-01 | 230.299934613145 |
| 2010-03-01 | 234.090545037815 |
| 2010-04-01 | 234.704952939761 |
| 2010-05-01 | 235.306220513070 |
| 2010-06-01 | 235.264361319795 |
| 2010-07-01 | 236.169903954664 |
| 2010-08-01 | 236.134436729521 |
| 2010-09-01 | 236.168159372011 |
| 2010-10-01 | 236.677651501264 |
| 2010-11-01 | 237.160841802242 |
| 2010-12-01 | 236.969631696061 |
| 2011-01-01 | 237.833309247992 |
| 2011-02-01 | 239.036596920425 |
| 2011-03-01 | 238.738812012609 |
| 2011-04-01 | 238.753867291612 |
| 2011-05-01 | 238.938553367475 |
| 2011-06-01 | 238.758719594366 |
| 2011-07-01 | 239.968674145634 |
| 2011-08-01 | 240.294147337342 |
| 2011-09-01 | 240.735867760620 |
| 2011-10-01 | 241.007880549048 |
| 2011-11-01 | 241.019800657091 |
| 2011-12-01 | 240.604539399270 |
| 2012-01-01 | 242.831363864665 |
| 2012-02-01 | 242.932779955083 |
| 2012-03-01 | 242.981237151717 |
| 2012-04-01 | 243.529809000011 |
| 2012-05-01 | 243.617940360783 |
| 2012-06-01 | 244.751627193579 |
| 2012-07-01 | 244.779163586549 |
| 2012-08-01 | 245.275737801900 |
| 2012-09-01 | 245.590181703862 |
| 2012-10-01 | 245.895776231805 |
| 2012-11-01 | 245.543839451136 |
| 2012-12-01 | 247.162371992898 |
| 2013-01-01 | 247.470122608691 |
| 2013-02-01 | 248.286342414815 |
| 2013-03-01 | 248.780974391485 |
| 2013-04-01 | 248.660893653002 |
| 2013-05-01 | 248.970547207556 |
| 2013-06-01 | 249.220035970724 |
| 2013-07-01 | 249.301041304976 |
| 2013-08-01 | 249.800834839862 |
| 2013-09-01 | 249.723198963161 |
| 2013-10-01 | 250.389285773957 |
| 2013-11-01 | 250.464652573781 |
| 2013-12-01 | 250.327744119024 |
| 2014-01-01 | 250.090966939637 |
| 2014-02-01 | 249.834622286725 |
| 2014-03-01 | 249.967734322288 |
| 2014-04-01 | 250.292463069816 |
| 2014-05-01 | 250.688270053549 |
| 2014-06-01 | 251.652713377725 |
| 2014-07-01 | 251.372654942577 |
| 2014-08-01 | 252.376767847975 |
| 2014-09-01 | 252.896847669702 |
| 2014-10-01 | 252.086459824276 |
| 2014-11-01 | 252.740432779620 |
| 2014-12-01 | 253.239794041378 |
| 2015-01-01 | 254.026956847324 |
| 2015-02-01 | 254.366047046079 |
| 2015-03-01 | 253.528414388352 |
| 2015-04-01 | 257.713104819281 |
| 2015-05-01 | 258.141749856667 |
| 2015-06-01 | 258.243935411269 |
| 2015-07-01 | 258.844181717283 |
| 2015-08-01 | 258.610439447122 |
| 2015-09-01 | 259.196030560364 |
| 2015-10-01 | 259.761853877202 |
| 2015-11-01 | 260.511448038356 |
| 2015-12-01 | 260.839776843006 |
| 2016-01-01 | 260.169745560008 |
| 2016-02-01 | 260.133310477403 |
| 2016-03-01 | 260.495901179102 |
| 2016-04-01 | 261.721678074086 |
| 2016-05-01 | 261.792490040286 |
| 2016-06-01 | 260.595267671362 |
| 2016-07-01 | 263.633224617023 |
| 2016-08-01 | 263.026794766002 |
| 2016-09-01 | 264.306024808442 |
| 2016-10-01 | 265.230961455119 |
| 2016-11-01 | 265.524243019036 |
| 2016-12-01 | 266.102016215804 |
| 2017-01-01 | 265.127532039327 |
| 2017-02-01 | 266.383131316457 |
| 2017-03-01 | 266.938275326898 |
| 2017-04-01 | 267.378180292097 |
| 2017-05-01 | 267.686699999377 |
| 2017-06-01 | 267.291016623620 |
| 2017-07-01 | 272.651681761718 |
| 2017-08-01 | 273.081442320104 |
| 2017-09-01 | 273.172760960921 |
| 2017-10-01 | 273.594030761719 |
| 2017-11-01 | 273.667931649251 |
| 2017-12-01 | 274.096619290278 |
| 2018-01-01 | 275.346558484716 |
| 2018-02-01 | 275.678433961477 |
| 2018-03-01 | 276.201694838062 |
| 2018-04-01 | 275.345327625322 |
| 2018-05-01 | 275.524411686451 |
| 2018-06-01 | 275.686862067580 |
| 2018-07-01 | 275.492048741795 |
| 2018-08-01 | 275.180666655967 |
| 2018-09-01 | 275.241144857876 |
| 2018-10-01 | 275.340532835919 |
| 2018-11-01 | 275.545744455659 |
| 2018-12-01 | 275.458197630277 |
| 2019-01-01 | 277.284384683456 |
| 2019-02-01 | 278.262339821833 |
| 2019-03-01 | 278.976398188328 |
| 2019-04-01 | 277.351212544241 |
| 2019-05-01 | 277.011336413826 |
| 2019-06-01 | 276.981122804689 |
| 2019-07-01 | 277.019440396005 |
| 2019-08-01 | 276.439361785035 |
| 2019-09-01 | 277.132870376054 |
| 2019-10-01 | 277.535156501213 |
| 2019-11-01 | 277.942480343752 |
| 2019-12-01 | 277.619905447625 |
| 2020-01-01 | 276.707774066105 |
| 2020-02-01 | 276.602927641841 |
| 2020-03-01 | 276.073949779717 |
| 2020-04-01 | 246.582865685764 |
| 2020-05-01 | 250.033109503951 |
| 2020-06-01 | 252.628219292953 |
| 2020-07-01 | 253.446485699539 |
| 2020-08-01 | 255.506960171793 |
| 2020-09-01 | 256.438291903496 |
| 2020-10-01 | 257.313551135865 |
| 2020-11-01 | 257.894049829932 |
| 2020-12-01 | 258.353718801653 |
| 2021-01-01 | 258.146701031125 |
| 2021-02-01 | 257.206844979714 |
| 2021-03-01 | 258.750218811262 |
| 2021-04-01 | 258.344671031697 |
| 2021-05-01 | 258.002099596342 |
| 2021-06-01 | 258.095308979485 |
| 2021-07-01 | 259.848343670997 |
| 2021-08-01 | 259.491663611975 |
| 2021-09-01 | 259.128640655413 |
| 2021-10-01 | 260.727725681739 |
| 2021-11-01 | 261.417456898861 |
| 2021-12-01 | 263.052293098713 |
| 2022-01-01 | 258.512363753090 |
| 2022-02-01 | 259.190059448793 |
| 2022-03-01 | 258.861150013608 |
| 2022-04-01 | 261.771691854039 |
| 2022-05-01 | 262.314394186358 |
| 2022-06-01 | 262.096588074549 |
| 2022-07-01 | 263.615791519119 |
| 2022-08-01 | 264.510300764755 |
| 2022-09-01 | 265.361812992464 |
| 2022-10-01 | 264.479915785805 |
| 2022-11-01 | 264.746061205263 |
| 2022-12-01 | 264.383305058210 |
| 2023-01-01 | 265.784589639431 |
| 2023-02-01 | 266.931196420642 |
| 2023-03-01 | 267.925097198066 |
| 2023-04-01 | 270.517402611615 |
| 2023-05-01 | 271.846254418454 |
| 2023-06-01 | 273.570170335756 |
| 2023-07-01 | 273.378388978356 |
| 2023-08-01 | 272.603603251810 |
| 2023-09-01 | 275.119441180207 |
| 2023-10-01 | 275.877603926666 |
| 2023-11-01 | 277.037970971062 |
| 2023-12-01 | 276.457365651406 |
| 2024-01-01 | 280.031072642074 |
| 2024-02-01 | 281.176434000259 |
| 2024-03-01 | 282.105644585911 |
| 2024-04-01 | 282.041291704157 |
| 2024-05-01 | 282.857706560156 |
| 2024-06-01 | 283.739389353752 |
| 2024-07-01 | 284.306530761992 |
| 2024-08-01 | 284.615286294759 |
| 2024-09-01 | 285.819658204101 |
| 2024-10-01 | 287.085182812479 |
| 2024-11-01 | 288.016041077989 |
| 2024-12-01 | 289.102560977715 |
| 2025-01-01 | 289.440926061081 |
| 2025-02-01 | 290.281767964027 |
| 2025-03-01 | 291.293008738142 |
| 2025-04-01 | 288.528727863965 |
| 2025-05-01 | 289.884630600554 |
| 2025-06-01 | 290.172684016539 |
| 2025-07-01 | 290.633537383792 |
| 2025-08-01 | 291.809688735903 |
| 2025-09-01 | 291.451747756911 |
| 2025-10-01 | 291.670834270083 |
| 2025-11-01 | 292.111263241735 |
| 2025-12-01 | 292.626729090170 |
| 2026-01-01 | 293.752559304585 |
| 2026-02-01 | 293.045443518773 |
| 2026-03-01 | 294.156191350701 |
| 2026-04-01 | 295.079387052052 |
| 2026-05-01 | 295.666859641538 |