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 2026-08-01 |
| Last Updated | 2026-09-18 12:08 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 | 140.5873973052 |
| 1990-02-01 | 141.7666685202 |
| 1990-03-01 | 142.5873488491 |
| 1990-04-01 | 140.8848181764 |
| 1990-05-01 | 141.4505155530 |
| 1990-06-01 | 141.9131191976 |
| 1990-07-01 | 143.1186027344 |
| 1990-08-01 | 144.5386061780 |
| 1990-09-01 | 145.3517778170 |
| 1990-10-01 | 145.6564809588 |
| 1990-11-01 | 146.3081094118 |
| 1990-12-01 | 146.7602532131 |
| 1991-01-01 | 146.0843021369 |
| 1991-02-01 | 146.6962370258 |
| 1991-03-01 | 147.4394378175 |
| 1991-04-01 | 147.3766069710 |
| 1991-05-01 | 147.3414668119 |
| 1991-06-01 | 147.0933442484 |
| 1991-07-01 | 146.9567393470 |
| 1991-08-01 | 147.0562401521 |
| 1991-09-01 | 148.5164754532 |
| 1991-10-01 | 149.7788939755 |
| 1991-11-01 | 150.2708456589 |
| 1991-12-01 | 150.4376429565 |
| 1992-01-01 | 151.6630844225 |
| 1992-02-01 | 151.9626702102 |
| 1992-03-01 | 152.6142093216 |
| 1992-04-01 | 153.5863840856 |
| 1992-05-01 | 153.9242333535 |
| 1992-06-01 | 154.6185843170 |
| 1992-07-01 | 154.8297303470 |
| 1992-08-01 | 155.0633429698 |
| 1992-09-01 | 154.9676165182 |
| 1992-10-01 | 155.9413470406 |
| 1992-11-01 | 155.8520473999 |
| 1992-12-01 | 157.0402330153 |
| 1993-01-01 | 158.3474938854 |
| 1993-02-01 | 158.3172103121 |
| 1993-03-01 | 158.4979593552 |
| 1993-04-01 | 158.5980186147 |
| 1993-05-01 | 158.9086151298 |
| 1993-06-01 | 159.1362525838 |
| 1993-07-01 | 159.8164723944 |
| 1993-08-01 | 159.9471575378 |
| 1993-09-01 | 160.1220935612 |
| 1993-10-01 | 159.7004429320 |
| 1993-11-01 | 159.6565320394 |
| 1993-12-01 | 159.9965122015 |
| 1994-01-01 | 158.1694916603 |
| 1994-02-01 | 157.7221540575 |
| 1994-03-01 | 158.3503535520 |
| 1994-04-01 | 160.7223324833 |
| 1994-05-01 | 160.1941387881 |
| 1994-06-01 | 161.0337369115 |
| 1994-07-01 | 161.5948694733 |
| 1994-08-01 | 161.9232287233 |
| 1994-09-01 | 162.1632487392 |
| 1994-10-01 | 162.2117677872 |
| 1994-11-01 | 162.9689505008 |
| 1994-12-01 | 163.7526542289 |
| 1995-01-01 | 164.6112735964 |
| 1995-02-01 | 164.9820396440 |
| 1995-03-01 | 165.5353893163 |
| 1995-04-01 | 165.2021680467 |
| 1995-05-01 | 165.6893336569 |
| 1995-06-01 | 165.6576297862 |
| 1995-07-01 | 166.4720593507 |
| 1995-08-01 | 166.7476122305 |
| 1995-09-01 | 168.8730567653 |
| 1995-10-01 | 167.8584445423 |
| 1995-11-01 | 168.7453099397 |
| 1995-12-01 | 168.7222875573 |
| 1996-01-01 | 167.8973876105 |
| 1996-02-01 | 169.3464734882 |
| 1996-03-01 | 169.7566560682 |
| 1996-04-01 | 169.9825891018 |
| 1996-05-01 | 170.0905277006 |
| 1996-06-01 | 170.5430103985 |
| 1996-07-01 | 170.4575279039 |
| 1996-08-01 | 170.6866147605 |
| 1996-09-01 | 171.1791778808 |
| 1996-10-01 | 171.6183775312 |
| 1996-11-01 | 171.6647832601 |
| 1996-12-01 | 171.4009543434 |
| 1997-01-01 | 173.6139075219 |
| 1997-02-01 | 173.6634957148 |
| 1997-03-01 | 173.7238703076 |
| 1997-04-01 | 174.3512334346 |
| 1997-05-01 | 174.7202041696 |
| 1997-06-01 | 175.1526416710 |
| 1997-07-01 | 175.2946344306 |
| 1997-08-01 | 175.3829761134 |
| 1997-09-01 | 176.4401775578 |
| 1997-10-01 | 175.2764028958 |
| 1997-11-01 | 175.1623402799 |
| 1997-12-01 | 176.2061323023 |
| 1998-01-01 | 178.6866909275 |
| 1998-02-01 | 178.3186882179 |
| 1998-03-01 | 178.9488588129 |
| 1998-04-01 | 179.2662785012 |
| 1998-05-01 | 179.3380725819 |
| 1998-06-01 | 179.8100844628 |
| 1998-07-01 | 180.2348232826 |
| 1998-08-01 | 180.3078572926 |
| 1998-09-01 | 179.6202950803 |
| 1998-10-01 | 181.1110522369 |
| 1998-11-01 | 181.2590468479 |
| 1998-12-01 | 181.5070124617 |
| 1999-01-01 | 180.8532252270 |
| 1999-02-01 | 180.9570688474 |
| 1999-03-01 | 181.3848567612 |
| 1999-04-01 | 181.4274239777 |
| 1999-05-01 | 181.6605456806 |
| 1999-06-01 | 181.7766803539 |
| 1999-07-01 | 181.6541823973 |
| 1999-08-01 | 181.8133981375 |
| 1999-09-01 | 183.5010480650 |
| 1999-10-01 | 185.4630172297 |
| 1999-11-01 | 183.7708611138 |
| 1999-12-01 | 183.7367281326 |
| 2000-01-01 | 183.9139515815 |
| 2000-02-01 | 183.5745928131 |
| 2000-03-01 | 183.7873599440 |
| 2000-04-01 | 184.7116997025 |
| 2000-05-01 | 185.1317077228 |
| 2000-06-01 | 185.7645340686 |
| 2000-07-01 | 186.9342411738 |
| 2000-08-01 | 187.7116880214 |
| 2000-09-01 | 188.4895504783 |
| 2000-10-01 | 187.9597190406 |
| 2000-11-01 | 188.0805981948 |
| 2000-12-01 | 189.5686082140 |
| 2001-01-01 | 187.6363893321 |
| 2001-02-01 | 188.2220468031 |
| 2001-03-01 | 188.3287182765 |
| 2001-04-01 | 188.9686860172 |
| 2001-05-01 | 189.6968808049 |
| 2001-06-01 | 191.3975571126 |
| 2001-07-01 | 190.8332201004 |
| 2001-08-01 | 190.9823542494 |
| 2001-09-01 | 190.3999128046 |
| 2001-10-01 | 191.0494098374 |
| 2001-11-01 | 191.7518764550 |
| 2001-12-01 | 192.5763583583 |
| 2002-01-01 | 193.2403267360 |
| 2002-02-01 | 194.9116432333 |
| 2002-03-01 | 195.0450314226 |
| 2002-04-01 | 194.2631693508 |
| 2002-05-01 | 194.5266174271 |
| 2002-06-01 | 194.8547940242 |
| 2002-07-01 | 194.7597697418 |
| 2002-08-01 | 195.3291200041 |
| 2002-09-01 | 195.4803432621 |
| 2002-10-01 | 196.4356513985 |
| 2002-11-01 | 197.4694701101 |
| 2002-12-01 | 197.7014709920 |
| 2003-01-01 | 198.0254700473 |
| 2003-02-01 | 197.8518252718 |
| 2003-03-01 | 198.1872636190 |
| 2003-04-01 | 198.9254079156 |
| 2003-05-01 | 199.2583371447 |
| 2003-06-01 | 199.4620563472 |
| 2003-07-01 | 199.2032801665 |
| 2003-08-01 | 199.4369980947 |
| 2003-09-01 | 200.0089507609 |
| 2003-10-01 | 200.1895175021 |
| 2003-11-01 | 200.2399622548 |
| 2003-12-01 | 200.8407804453 |
| 2004-01-01 | 201.4262284049 |
| 2004-02-01 | 201.7523623215 |
| 2004-03-01 | 201.8427625542 |
| 2004-04-01 | 202.1212382445 |
| 2004-05-01 | 202.6772153013 |
| 2004-06-01 | 203.2641391825 |
| 2004-07-01 | 204.2613772966 |
| 2004-08-01 | 204.9312418756 |
| 2004-09-01 | 204.6874937580 |
| 2004-10-01 | 205.3309005515 |
| 2004-11-01 | 205.8524020820 |
| 2004-12-01 | 205.3931390194 |
| 2005-01-01 | 205.8346296426 |
| 2005-02-01 | 206.3753151019 |
| 2005-03-01 | 205.8286483477 |
| 2005-04-01 | 207.1609423003 |
| 2005-05-01 | 207.4155512635 |
| 2005-06-01 | 207.4785521565 |
| 2005-07-01 | 208.2674779431 |
| 2005-08-01 | 208.8788642662 |
| 2005-09-01 | 210.1983636793 |
| 2005-10-01 | 210.2074270475 |
| 2005-11-01 | 210.7970172151 |
| 2005-12-01 | 211.2643980784 |
| 2006-01-01 | 211.2678649659 |
| 2006-02-01 | 211.5237507876 |
| 2006-03-01 | 212.2609628047 |
| 2006-04-01 | 212.1488515046 |
| 2006-05-01 | 212.9535780673 |
| 2006-06-01 | 212.9448330550 |
| 2006-07-01 | 212.2203527016 |
| 2006-08-01 | 213.3148835477 |
| 2006-09-01 | 214.2862360352 |
| 2006-10-01 | 215.3634022207 |
| 2006-11-01 | 215.8787663276 |
| 2006-12-01 | 216.7647563194 |
| 2007-01-01 | 216.8935687022 |
| 2007-02-01 | 217.3307382385 |
| 2007-03-01 | 218.1996453908 |
| 2007-04-01 | 218.6491381034 |
| 2007-05-01 | 218.9914542481 |
| 2007-06-01 | 219.5977188806 |
| 2007-07-01 | 219.9570596063 |
| 2007-08-01 | 220.4667316724 |
| 2007-09-01 | 220.6354784182 |
| 2007-10-01 | 220.7545550727 |
| 2007-11-01 | 220.8135599093 |
| 2007-12-01 | 221.2889912687 |
| 2008-01-01 | 223.0082279283 |
| 2008-02-01 | 223.1488057584 |
| 2008-03-01 | 223.5701939472 |
| 2008-04-01 | 224.6609662381 |
| 2008-05-01 | 224.5523474180 |
| 2008-06-01 | 225.2517213934 |
| 2008-07-01 | 225.7406881343 |
| 2008-08-01 | 226.6494587598 |
| 2008-09-01 | 227.5998149531 |
| 2008-10-01 | 227.8402914161 |
| 2008-11-01 | 228.4068679436 |
| 2008-12-01 | 228.9862168643 |
| 2009-01-01 | 230.3388131524 |
| 2009-02-01 | 229.8368669202 |
| 2009-03-01 | 230.2728275517 |
| 2009-04-01 | 230.8341063962 |
| 2009-05-01 | 231.1630774754 |
| 2009-06-01 | 231.8218743612 |
| 2009-07-01 | 230.5954854629 |
| 2009-08-01 | 231.3200360536 |
| 2009-09-01 | 231.8854002532 |
| 2009-10-01 | 231.9965412878 |
| 2009-11-01 | 232.5272558235 |
| 2009-12-01 | 233.1684696001 |
| 2010-01-01 | 234.4382929647 |
| 2010-02-01 | 230.2998299044 |
| 2010-03-01 | 234.0905614502 |
| 2010-04-01 | 234.7049685589 |
| 2010-05-01 | 235.3062328737 |
| 2010-06-01 | 235.2642696836 |
| 2010-07-01 | 236.1699155873 |
| 2010-08-01 | 236.1344532396 |
| 2010-09-01 | 236.1681754994 |
| 2010-10-01 | 236.6776645698 |
| 2010-11-01 | 237.1608853712 |
| 2010-12-01 | 236.9696831861 |
| 2011-01-01 | 237.8333300344 |
| 2011-02-01 | 239.0364902606 |
| 2011-03-01 | 238.7388249194 |
| 2011-04-01 | 238.7538696668 |
| 2011-05-01 | 238.9385486995 |
| 2011-06-01 | 238.7586252126 |
| 2011-07-01 | 239.9686684734 |
| 2011-08-01 | 240.2941440233 |
| 2011-09-01 | 240.7359384852 |
| 2011-10-01 | 241.0078836980 |
| 2011-11-01 | 241.0198695819 |
| 2011-12-01 | 240.6046158268 |
| 2012-01-01 | 242.8314195900 |
| 2012-02-01 | 242.9327033170 |
| 2012-03-01 | 242.9812124388 |
| 2012-04-01 | 243.5297427872 |
| 2012-05-01 | 243.6178152334 |
| 2012-06-01 | 244.7515030225 |
| 2012-07-01 | 244.7791574582 |
| 2012-08-01 | 245.2757664899 |
| 2012-09-01 | 245.5903715121 |
| 2012-10-01 | 245.8958257383 |
| 2012-11-01 | 245.5439623093 |
| 2012-12-01 | 247.1625150085 |
| 2013-01-01 | 247.4702361293 |
| 2013-02-01 | 248.2863133798 |
| 2013-03-01 | 248.7808257084 |
| 2013-04-01 | 248.6606343735 |
| 2013-05-01 | 248.9701861060 |
| 2013-06-01 | 249.2196869138 |
| 2013-07-01 | 249.3011768220 |
| 2013-08-01 | 249.8009859762 |
| 2013-09-01 | 249.7236354145 |
| 2013-10-01 | 250.3894866173 |
| 2013-11-01 | 250.4648950824 |
| 2013-12-01 | 250.3279663166 |
| 2014-01-01 | 250.0913509126 |
| 2014-02-01 | 249.8345099467 |
| 2014-03-01 | 249.9673336745 |
| 2014-04-01 | 250.2918773331 |
| 2014-05-01 | 250.6873837649 |
| 2014-06-01 | 251.6514932304 |
| 2014-07-01 | 251.3735937600 |
| 2014-08-01 | 252.3773661642 |
| 2014-09-01 | 252.8975966288 |
| 2014-10-01 | 252.0869051647 |
| 2014-11-01 | 252.7408592717 |
| 2014-12-01 | 253.2401000747 |
| 2015-01-01 | 254.0275475623 |
| 2015-02-01 | 254.3657558038 |
| 2015-03-01 | 253.5276501382 |
| 2015-04-01 | 257.7120337029 |
| 2015-05-01 | 258.1402485303 |
| 2015-06-01 | 258.2417693570 |
| 2015-07-01 | 258.8460175365 |
| 2015-08-01 | 258.6115746218 |
| 2015-09-01 | 259.1972363745 |
| 2015-10-01 | 259.7627259607 |
| 2015-11-01 | 260.5121438030 |
| 2015-12-01 | 260.8401451709 |
| 2016-01-01 | 260.1706465010 |
| 2016-02-01 | 260.1329613698 |
| 2016-03-01 | 260.4934964773 |
| 2016-04-01 | 261.7202493428 |
| 2016-05-01 | 261.7905614485 |
| 2016-06-01 | 260.5926015539 |
| 2016-07-01 | 263.6362456400 |
| 2016-08-01 | 263.0288552994 |
| 2016-09-01 | 264.3076826250 |
| 2016-10-01 | 265.2321112074 |
| 2016-11-01 | 265.5251017141 |
| 2016-12-01 | 266.1023009332 |
| 2017-01-01 | 265.1281496958 |
| 2017-02-01 | 266.3823131212 |
| 2017-03-01 | 266.9349322160 |
| 2017-04-01 | 267.3752681829 |
| 2017-05-01 | 267.6847899368 |
| 2017-06-01 | 267.2891658592 |
| 2017-07-01 | 272.6561094628 |
| 2017-08-01 | 273.0846020026 |
| 2017-09-01 | 273.1746597242 |
| 2017-10-01 | 273.5948508012 |
| 2017-11-01 | 273.6684973774 |
| 2017-12-01 | 274.0970794006 |
| 2018-01-01 | 275.3472135875 |
| 2018-02-01 | 275.6771178609 |
| 2018-03-01 | 276.1982155143 |
| 2018-04-01 | 275.3407090055 |
| 2018-05-01 | 275.5202032267 |
| 2018-06-01 | 275.6817883813 |
| 2018-07-01 | 275.5079630133 |
| 2018-08-01 | 275.1812893617 |
| 2018-09-01 | 275.2415920778 |
| 2018-10-01 | 275.3407611166 |
| 2018-11-01 | 275.5460161579 |
| 2018-12-01 | 275.4586800478 |
| 2019-01-01 | 277.2856610553 |
| 2019-02-01 | 278.2623998553 |
| 2019-03-01 | 278.9741764598 |
| 2019-04-01 | 277.3446729039 |
| 2019-05-01 | 277.0034301994 |
| 2019-06-01 | 276.9714780607 |
| 2019-07-01 | 277.0449815225 |
| 2019-08-01 | 276.4371514096 |
| 2019-09-01 | 277.1327005319 |
| 2019-10-01 | 277.5351597404 |
| 2019-11-01 | 277.9414909680 |
| 2019-12-01 | 277.6207583786 |
| 2020-01-01 | 276.7117879592 |
| 2020-02-01 | 276.6051973902 |
| 2020-03-01 | 276.0736999407 |
| 2020-04-01 | 246.5817463395 |
| 2020-05-01 | 250.0317821394 |
| 2020-06-01 | 252.5824114028 |
| 2020-07-01 | 253.4850584479 |
| 2020-08-01 | 255.5102782487 |
| 2020-09-01 | 256.4366058486 |
| 2020-10-01 | 257.3122617630 |
| 2020-11-01 | 257.8931573830 |
| 2020-12-01 | 258.3592782612 |
| 2021-01-01 | 258.1533383883 |
| 2021-02-01 | 257.2140648415 |
| 2021-03-01 | 258.7553375131 |
| 2021-04-01 | 258.3474929280 |
| 2021-05-01 | 258.0024226553 |
| 2021-06-01 | 258.0053473745 |
| 2021-07-01 | 259.8865883016 |
| 2021-08-01 | 259.5018640602 |
| 2021-09-01 | 259.1305645613 |
| 2021-10-01 | 260.7309777102 |
| 2021-11-01 | 261.4226226555 |
| 2021-12-01 | 263.0707576812 |
| 2022-01-01 | 258.5276665741 |
| 2022-02-01 | 259.2027833915 |
| 2022-03-01 | 258.8717460362 |
| 2022-04-01 | 261.7893845028 |
| 2022-05-01 | 262.2960452452 |
| 2022-06-01 | 261.9409954056 |
| 2022-07-01 | 263.6408081475 |
| 2022-08-01 | 264.5240379594 |
| 2022-09-01 | 265.3722999516 |
| 2022-10-01 | 264.4994659427 |
| 2022-11-01 | 264.7719203760 |
| 2022-12-01 | 264.4296724825 |
| 2023-01-01 | 265.8213462105 |
| 2023-02-01 | 266.9614727854 |
| 2023-03-01 | 267.9419912277 |
| 2023-04-01 | 270.5392919621 |
| 2023-05-01 | 271.7983454313 |
| 2023-06-01 | 273.3013378670 |
| 2023-07-01 | 273.3493704020 |
| 2023-08-01 | 272.6127500376 |
| 2023-09-01 | 275.1810675091 |
| 2023-10-01 | 275.9328075701 |
| 2023-11-01 | 277.0993600744 |
| 2023-12-01 | 276.5465393023 |
| 2024-01-01 | 280.1080374580 |
| 2024-02-01 | 281.2303993295 |
| 2024-03-01 | 282.1230688716 |
| 2024-04-01 | 282.0592321092 |
| 2024-05-01 | 282.7693607202 |
| 2024-06-01 | 283.3275931090 |
| 2024-07-01 | 284.2018402604 |
| 2024-08-01 | 284.6372167043 |
| 2024-09-01 | 285.9448776974 |
| 2024-10-01 | 287.1813681920 |
| 2024-11-01 | 288.1189028144 |
| 2024-12-01 | 289.2411381106 |
| 2025-01-01 | 289.5600989298 |
| 2025-02-01 | 290.3630604826 |
| 2025-03-01 | 291.3095875510 |
| 2025-04-01 | 288.5219460709 |
| 2025-05-01 | 289.7549038257 |
| 2025-06-01 | 289.6441647292 |
| 2025-07-01 | 290.4418004532 |
| 2025-08-01 | 291.8439128166 |
| 2025-09-01 | 291.6498656967 |
| 2025-10-01 | 291.8052470092 |
| 2025-11-01 | 292.2482840919 |
| 2025-12-01 | 292.8018698692 |
| 2026-01-01 | 293.9055834899 |
| 2026-02-01 | 293.1411213598 |
| 2026-03-01 | 294.1662870197 |
| 2026-04-01 | 295.0519832038 |
| 2026-05-01 | 295.2889222163 |
| 2026-06-01 | 296.5279733650 |
| 2026-07-01 | 296.1732946710 |
| 2026-08-01 | 294.5263092568 |