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 2026-06-01 |
| Last Updated | 2026-07-22 9:54 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 | 153.586384085582 |
| 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 | 155.941347040553 |
| 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 | 158.598018614684 |
| 1993-05-01 | 158.908615129824 |
| 1993-06-01 | 159.136252583823 |
| 1993-07-01 | 159.816472394397 |
| 1993-08-01 | 159.947157537766 |
| 1993-09-01 | 160.122093561149 |
| 1993-10-01 | 159.700442931930 |
| 1993-11-01 | 159.656532039423 |
| 1993-12-01 | 159.996512201521 |
| 1994-01-01 | 158.169491660353 |
| 1994-02-01 | 157.722154057456 |
| 1994-03-01 | 158.350353552039 |
| 1994-04-01 | 160.722332483362 |
| 1994-05-01 | 160.194138788155 |
| 1994-06-01 | 161.033736911551 |
| 1994-07-01 | 161.594869473297 |
| 1994-08-01 | 161.923228723297 |
| 1994-09-01 | 162.163248739087 |
| 1994-10-01 | 162.211767787100 |
| 1994-11-01 | 162.968950500710 |
| 1994-12-01 | 163.752654228842 |
| 1995-01-01 | 164.611273596428 |
| 1995-02-01 | 164.982039643968 |
| 1995-03-01 | 165.535389316362 |
| 1995-04-01 | 165.202168046816 |
| 1995-05-01 | 165.689333657128 |
| 1995-06-01 | 165.657629786377 |
| 1995-07-01 | 166.472059350845 |
| 1995-08-01 | 166.747612230474 |
| 1995-09-01 | 168.873056764589 |
| 1995-10-01 | 167.858444542152 |
| 1995-11-01 | 168.745309939471 |
| 1995-12-01 | 168.722287557261 |
| 1996-01-01 | 167.897387610628 |
| 1996-02-01 | 169.346473488219 |
| 1996-03-01 | 169.756656068329 |
| 1996-04-01 | 169.982589102278 |
| 1996-05-01 | 170.090527701332 |
| 1996-06-01 | 170.543010399192 |
| 1996-07-01 | 170.457527904108 |
| 1996-08-01 | 170.686614760350 |
| 1996-09-01 | 171.179177878729 |
| 1996-10-01 | 171.618377529756 |
| 1996-11-01 | 171.664783259267 |
| 1996-12-01 | 171.400954343549 |
| 1997-01-01 | 173.613907522917 |
| 1997-02-01 | 173.663495715764 |
| 1997-03-01 | 173.723870308721 |
| 1997-04-01 | 174.351233435752 |
| 1997-05-01 | 174.720204170659 |
| 1997-06-01 | 175.152641672106 |
| 1997-07-01 | 175.294634431373 |
| 1997-08-01 | 175.382976113619 |
| 1997-09-01 | 176.440177549830 |
| 1997-10-01 | 175.276402892992 |
| 1997-11-01 | 175.162340278236 |
| 1997-12-01 | 176.206132302329 |
| 1998-01-01 | 178.686690931873 |
| 1998-02-01 | 178.318688222176 |
| 1998-03-01 | 178.948858816329 |
| 1998-04-01 | 179.266278502810 |
| 1998-05-01 | 179.338072582072 |
| 1998-06-01 | 179.810084464630 |
| 1998-07-01 | 180.234823283616 |
| 1998-08-01 | 180.307857292241 |
| 1998-09-01 | 179.620295064738 |
| 1998-10-01 | 181.111052232290 |
| 1998-11-01 | 181.259046844693 |
| 1998-12-01 | 181.507012457581 |
| 1999-01-01 | 180.853225226936 |
| 1999-02-01 | 180.957068882831 |
| 1999-03-01 | 181.384856759625 |
| 1999-04-01 | 181.427423970976 |
| 1999-05-01 | 181.660545680681 |
| 1999-06-01 | 181.776680358602 |
| 1999-07-01 | 181.654182400329 |
| 1999-08-01 | 181.813398138884 |
| 1999-09-01 | 183.501048043369 |
| 1999-10-01 | 185.463017221396 |
| 1999-11-01 | 183.770861102930 |
| 1999-12-01 | 183.736728116767 |
| 2000-01-01 | 183.913951571630 |
| 2000-02-01 | 183.574592878523 |
| 2000-03-01 | 183.787359939638 |
| 2000-04-01 | 184.711699694606 |
| 2000-05-01 | 185.131707737438 |
| 2000-06-01 | 185.764534091030 |
| 2000-07-01 | 186.934241186344 |
| 2000-08-01 | 187.711688019495 |
| 2000-09-01 | 188.489550440039 |
| 2000-10-01 | 187.959719009871 |
| 2000-11-01 | 188.080598160993 |
| 2000-12-01 | 189.568608177350 |
| 2001-01-01 | 187.636389308024 |
| 2001-02-01 | 188.222046899783 |
| 2001-03-01 | 188.328718275197 |
| 2001-04-01 | 188.968686021651 |
| 2001-05-01 | 189.696880863739 |
| 2001-06-01 | 191.397557183078 |
| 2001-07-01 | 190.833220131110 |
| 2001-08-01 | 190.982354233460 |
| 2001-09-01 | 190.399912735104 |
| 2001-10-01 | 191.049409783480 |
| 2001-11-01 | 191.751876299869 |
| 2001-12-01 | 192.576358334040 |
| 2002-01-01 | 193.240326706431 |
| 2002-02-01 | 194.911643310315 |
| 2002-03-01 | 195.045031500350 |
| 2002-04-01 | 194.263169339057 |
| 2002-05-01 | 194.526617456747 |
| 2002-06-01 | 194.854794329086 |
| 2002-07-01 | 194.759769809416 |
| 2002-08-01 | 195.329120080693 |
| 2002-09-01 | 195.480342861608 |
| 2002-10-01 | 196.435651473959 |
| 2002-11-01 | 197.469469869634 |
| 2002-12-01 | 197.701470930700 |
| 2003-01-01 | 198.025469925910 |
| 2003-02-01 | 197.851825263890 |
| 2003-03-01 | 198.187263732070 |
| 2003-04-01 | 198.925407846409 |
| 2003-05-01 | 199.258337118059 |
| 2003-06-01 | 199.462056898428 |
| 2003-07-01 | 199.203280397624 |
| 2003-08-01 | 199.436998440294 |
| 2003-09-01 | 200.008950328589 |
| 2003-10-01 | 200.189517986593 |
| 2003-11-01 | 200.239961928886 |
| 2003-12-01 | 200.840779998695 |
| 2004-01-01 | 201.426227634923 |
| 2004-02-01 | 201.752361620356 |
| 2004-03-01 | 201.842762459021 |
| 2004-04-01 | 202.121238398833 |
| 2004-05-01 | 202.677215861534 |
| 2004-06-01 | 203.264140620477 |
| 2004-07-01 | 204.261378166602 |
| 2004-08-01 | 204.931242572525 |
| 2004-09-01 | 204.687492751373 |
| 2004-10-01 | 205.330900707625 |
| 2004-11-01 | 205.852401576334 |
| 2004-12-01 | 205.393138818262 |
| 2005-01-01 | 205.834625912940 |
| 2005-02-01 | 206.375314923988 |
| 2005-03-01 | 205.828648698682 |
| 2005-04-01 | 207.160942920291 |
| 2005-05-01 | 207.415553022587 |
| 2005-06-01 | 207.478554969197 |
| 2005-07-01 | 208.267479871703 |
| 2005-08-01 | 208.878864891728 |
| 2005-09-01 | 210.198360935225 |
| 2005-10-01 | 210.207425047058 |
| 2005-11-01 | 210.797016539754 |
| 2005-12-01 | 211.264400243513 |
| 2006-01-01 | 211.267853886532 |
| 2006-02-01 | 211.523754891480 |
| 2006-03-01 | 212.260965341018 |
| 2006-04-01 | 212.148851023064 |
| 2006-05-01 | 212.953577224953 |
| 2006-06-01 | 212.944848443706 |
| 2006-07-01 | 212.220353425830 |
| 2006-08-01 | 213.314880956100 |
| 2006-09-01 | 214.286229816410 |
| 2006-10-01 | 215.363396975057 |
| 2006-11-01 | 215.878761130512 |
| 2006-12-01 | 216.764751675611 |
| 2007-01-01 | 216.893560477263 |
| 2007-02-01 | 217.330763730866 |
| 2007-03-01 | 218.199641137176 |
| 2007-04-01 | 218.649133139402 |
| 2007-05-01 | 218.991450991730 |
| 2007-06-01 | 219.597747724944 |
| 2007-07-01 | 219.957058874051 |
| 2007-08-01 | 220.466725976045 |
| 2007-09-01 | 220.635468922492 |
| 2007-10-01 | 220.754545262711 |
| 2007-11-01 | 220.813548277785 |
| 2007-12-01 | 221.288976841675 |
| 2008-01-01 | 223.008223588675 |
| 2008-02-01 | 223.148859293371 |
| 2008-03-01 | 223.570181331088 |
| 2008-04-01 | 224.660954270833 |
| 2008-05-01 | 224.552336998884 |
| 2008-06-01 | 225.251775745561 |
| 2008-07-01 | 225.740682430217 |
| 2008-08-01 | 226.649448826361 |
| 2008-09-01 | 227.599802468510 |
| 2008-10-01 | 227.840278355742 |
| 2008-11-01 | 228.406851928234 |
| 2008-12-01 | 228.986184093589 |
| 2009-01-01 | 230.338806986031 |
| 2009-02-01 | 229.836953961637 |
| 2009-03-01 | 230.272808174448 |
| 2009-04-01 | 230.834089557586 |
| 2009-05-01 | 231.163064791494 |
| 2009-06-01 | 231.821945804373 |
| 2009-07-01 | 230.595477206679 |
| 2009-08-01 | 231.320024463675 |
| 2009-09-01 | 231.885387295841 |
| 2009-10-01 | 231.996528043462 |
| 2009-11-01 | 232.527226625481 |
| 2009-12-01 | 233.168428881350 |
| 2010-01-01 | 234.438276906163 |
| 2010-02-01 | 230.299930606206 |
| 2010-03-01 | 234.090546416112 |
| 2010-04-01 | 234.704953995168 |
| 2010-05-01 | 235.306220944551 |
| 2010-06-01 | 235.264359611694 |
| 2010-07-01 | 236.169904794277 |
| 2010-08-01 | 236.134437846867 |
| 2010-09-01 | 236.168159941626 |
| 2010-10-01 | 236.677650478445 |
| 2010-11-01 | 237.160840465506 |
| 2010-12-01 | 236.969631847248 |
| 2011-01-01 | 237.833309321890 |
| 2011-02-01 | 239.036596463287 |
| 2011-03-01 | 238.738816470131 |
| 2011-04-01 | 238.753869105527 |
| 2011-05-01 | 238.938552861523 |
| 2011-06-01 | 238.758716282850 |
| 2011-07-01 | 239.968672566300 |
| 2011-08-01 | 240.294144330381 |
| 2011-09-01 | 240.735876625032 |
| 2011-10-01 | 241.007872848738 |
| 2011-11-01 | 241.019793801617 |
| 2011-12-01 | 240.604536306034 |
| 2012-01-01 | 242.831363146501 |
| 2012-02-01 | 242.932797312920 |
| 2012-03-01 | 242.981248033274 |
| 2012-04-01 | 243.529813980522 |
| 2012-05-01 | 243.617931796270 |
| 2012-06-01 | 244.751619704689 |
| 2012-07-01 | 244.779158560321 |
| 2012-08-01 | 245.275729361386 |
| 2012-09-01 | 245.590198085303 |
| 2012-10-01 | 245.895762884376 |
| 2012-11-01 | 245.543826183648 |
| 2012-12-01 | 247.162359114627 |
| 2013-01-01 | 247.470109124181 |
| 2013-02-01 | 248.286417229738 |
| 2013-03-01 | 248.780978530047 |
| 2013-04-01 | 248.660894678367 |
| 2013-05-01 | 248.970531437783 |
| 2013-06-01 | 249.220027690865 |
| 2013-07-01 | 249.301036257606 |
| 2013-08-01 | 249.800832324781 |
| 2013-09-01 | 249.723227445284 |
| 2013-10-01 | 250.389257193254 |
| 2013-11-01 | 250.464609073866 |
| 2013-12-01 | 250.327699211690 |
| 2014-01-01 | 250.090922482555 |
| 2014-02-01 | 249.834771967705 |
| 2014-03-01 | 249.967760083514 |
| 2014-04-01 | 250.292483996935 |
| 2014-05-01 | 250.688256716600 |
| 2014-06-01 | 251.652705663153 |
| 2014-07-01 | 251.372666071111 |
| 2014-08-01 | 252.376789230265 |
| 2014-09-01 | 252.896874545815 |
| 2014-10-01 | 252.086387308103 |
| 2014-11-01 | 252.740290100165 |
| 2014-12-01 | 253.239643306244 |
| 2015-01-01 | 254.026858003359 |
| 2015-02-01 | 254.366311655715 |
| 2015-03-01 | 253.528558234241 |
| 2015-04-01 | 257.713235530290 |
| 2015-05-01 | 258.141781817207 |
| 2015-06-01 | 258.243926484714 |
| 2015-07-01 | 258.844199259605 |
| 2015-08-01 | 258.610474213140 |
| 2015-09-01 | 259.196015615662 |
| 2015-10-01 | 259.761682414964 |
| 2015-11-01 | 260.511212994679 |
| 2015-12-01 | 260.839146494124 |
| 2016-01-01 | 260.169574335573 |
| 2016-02-01 | 260.133558220424 |
| 2016-03-01 | 260.497060782977 |
| 2016-04-01 | 261.721837479369 |
| 2016-05-01 | 261.792524689237 |
| 2016-06-01 | 260.595212382754 |
| 2016-07-01 | 263.633172632665 |
| 2016-08-01 | 263.026742612287 |
| 2016-09-01 | 264.305880943939 |
| 2016-10-01 | 265.230600332113 |
| 2016-11-01 | 265.523811779086 |
| 2016-12-01 | 266.100823886017 |
| 2017-01-01 | 265.127235495184 |
| 2017-02-01 | 266.383210733126 |
| 2017-03-01 | 266.941183341752 |
| 2017-04-01 | 267.378932938459 |
| 2017-05-01 | 267.686493023528 |
| 2017-06-01 | 267.290704150151 |
| 2017-07-01 | 272.651365037738 |
| 2017-08-01 | 273.081070037768 |
| 2017-09-01 | 273.172248238957 |
| 2017-10-01 | 273.593356871162 |
| 2017-11-01 | 273.667237687222 |
| 2017-12-01 | 274.094802549018 |
| 2018-01-01 | 275.346253474337 |
| 2018-02-01 | 275.679267724684 |
| 2018-03-01 | 276.206784196120 |
| 2018-04-01 | 275.346801913896 |
| 2018-05-01 | 275.523844800575 |
| 2018-06-01 | 275.686097756480 |
| 2018-07-01 | 275.489735092557 |
| 2018-08-01 | 275.180109494044 |
| 2018-09-01 | 275.240447017158 |
| 2018-10-01 | 275.339628803549 |
| 2018-11-01 | 275.544891754222 |
| 2018-12-01 | 275.456435944015 |
| 2019-01-01 | 277.284281483213 |
| 2019-02-01 | 278.264133609053 |
| 2019-03-01 | 278.985004812335 |
| 2019-04-01 | 277.352993058807 |
| 2019-05-01 | 277.009543463598 |
| 2019-06-01 | 276.978898033004 |
| 2019-07-01 | 277.014309011449 |
| 2019-08-01 | 276.438302498601 |
| 2019-09-01 | 277.132296665757 |
| 2019-10-01 | 277.534579509435 |
| 2019-11-01 | 277.941796261004 |
| 2019-12-01 | 277.618853000662 |
| 2020-01-01 | 276.708802099862 |
| 2020-02-01 | 276.605885471650 |
| 2020-03-01 | 276.085406907924 |
| 2020-04-01 | 246.585572231590 |
| 2020-05-01 | 250.033494581294 |
| 2020-06-01 | 252.614293249180 |
| 2020-07-01 | 253.442452578013 |
| 2020-08-01 | 255.507187398194 |
| 2020-09-01 | 256.438368512081 |
| 2020-10-01 | 257.313201723997 |
| 2020-11-01 | 257.893698734187 |
| 2020-12-01 | 258.353550334049 |
| 2021-01-01 | 258.148357936875 |
| 2021-02-01 | 257.210892110314 |
| 2021-03-01 | 258.764563925479 |
| 2021-04-01 | 258.350580886644 |
| 2021-05-01 | 258.005331753780 |
| 2021-06-01 | 258.068072461138 |
| 2021-07-01 | 259.844358977519 |
| 2021-08-01 | 259.490586843455 |
| 2021-09-01 | 259.127600115083 |
| 2021-10-01 | 260.726866399867 |
| 2021-11-01 | 261.416749388167 |
| 2021-12-01 | 263.052677594662 |
| 2022-01-01 | 258.515717211912 |
| 2022-02-01 | 259.199265840629 |
| 2022-03-01 | 258.878154920603 |
| 2022-04-01 | 261.785317550771 |
| 2022-05-01 | 262.325040425718 |
| 2022-06-01 | 262.055344344685 |
| 2022-07-01 | 263.607809572136 |
| 2022-08-01 | 264.502204369391 |
| 2022-09-01 | 265.354734089567 |
| 2022-10-01 | 264.476544984638 |
| 2022-11-01 | 264.745391756717 |
| 2022-12-01 | 264.386950418611 |
| 2023-01-01 | 265.786908161585 |
| 2023-02-01 | 266.949231893068 |
| 2023-03-01 | 267.947740781091 |
| 2023-04-01 | 270.544868224693 |
| 2023-05-01 | 271.892717134724 |
| 2023-06-01 | 273.499266913336 |
| 2023-07-01 | 273.351064163244 |
| 2023-08-01 | 272.578882446122 |
| 2023-09-01 | 275.100427610617 |
| 2023-10-01 | 275.869280335236 |
| 2023-11-01 | 277.039897144112 |
| 2023-12-01 | 276.468869730621 |
| 2024-01-01 | 280.035482063443 |
| 2024-02-01 | 281.203190192627 |
| 2024-03-01 | 282.131868359012 |
| 2024-04-01 | 282.086884979020 |
| 2024-05-01 | 282.955040205788 |
| 2024-06-01 | 283.645109197556 |
| 2024-07-01 | 284.253998134160 |
| 2024-08-01 | 284.568814176250 |
| 2024-09-01 | 285.783716050467 |
| 2024-10-01 | 287.068109498046 |
| 2024-11-01 | 288.019990180540 |
| 2024-12-01 | 289.123005700035 |
| 2025-01-01 | 289.445254201012 |
| 2025-02-01 | 290.314717758679 |
| 2025-03-01 | 291.322143286082 |
| 2025-04-01 | 288.590664715692 |
| 2025-05-01 | 290.038834848074 |
| 2025-06-01 | 290.067994084796 |
| 2025-07-01 | 290.550863420666 |
| 2025-08-01 | 291.740402142436 |
| 2025-09-01 | 291.398992120721 |
| 2025-10-01 | 291.644316125193 |
| 2025-11-01 | 292.116150142089 |
| 2025-12-01 | 292.653342212718 |
| 2026-01-01 | 293.757882036437 |
| 2026-02-01 | 293.079637271777 |
| 2026-03-01 | 294.182287506339 |
| 2026-04-01 | 295.151057260921 |
| 2026-05-01 | 295.655829146071 |
| 2026-06-01 | 297.232356094008 |