Table Data - All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Maryland
| Title | All Employees: Professional and Business Services: Accounting, Tax Preparation, Bookkeeping, and Payroll Services in Maryland |
|---|---|
| Series ID | SMU24000006054120001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2023-12-01 |
| Last Updated | 2024-01-24 4:03 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 | 13.389642143432301 |
| 1990-02-01 | 13.461088276154198 |
| 1990-03-01 | 13.583832998079801 |
| 1990-04-01 | 13.582267779324699 |
| 1990-05-01 | 13.693914577074900 |
| 1990-06-01 | 13.716147529174199 |
| 1990-07-01 | 14.006755997511599 |
| 1990-08-01 | 14.256639904503698 |
| 1990-09-01 | 14.467496643971000 |
| 1990-10-01 | 14.602882930246698 |
| 1990-11-01 | 14.764595437681198 |
| 1990-12-01 | 14.800746625666400 |
| 1991-01-01 | 17.489924726706700 |
| 1991-02-01 | 17.321554480591000 |
| 1991-03-01 | 17.272281466068600 |
| 1991-04-01 | 17.368435117519000 |
| 1991-05-01 | 17.383020511645700 |
| 1991-06-01 | 17.512065273393500 |
| 1991-07-01 | 17.413820452518500 |
| 1991-08-01 | 17.625196284828200 |
| 1991-09-01 | 17.723506396526698 |
| 1991-10-01 | 17.283553642059502 |
| 1991-11-01 | 17.364521827687600 |
| 1991-12-01 | 17.417316557525197 |
| 1992-01-01 | 17.473357362346000 |
| 1992-02-01 | 17.335816313802802 |
| 1992-03-01 | 17.510593975069500 |
| 1992-04-01 | 18.544270137929100 |
| 1992-05-01 | 18.290516813739398 |
| 1992-06-01 | 18.526979529484500 |
| 1992-07-01 | 18.746725638680100 |
| 1992-08-01 | 18.640477597341302 |
| 1992-09-01 | 18.798334134335200 |
| 1992-10-01 | 19.162974081201500 |
| 1992-11-01 | 19.077388641122198 |
| 1992-12-01 | 19.220006844446600 |
| 1993-01-01 | 19.206534892771500 |
| 1993-02-01 | 19.302954411789397 |
| 1993-03-01 | 19.028260275983200 |
| 1993-04-01 | 19.725399307430802 |
| 1993-05-01 | 20.401734945886602 |
| 1993-06-01 | 19.199993318844400 |
| 1993-07-01 | 19.237178157235103 |
| 1993-08-01 | 19.203977298082698 |
| 1993-09-01 | 19.245825657866700 |
| 1993-10-01 | 19.393090456870400 |
| 1993-11-01 | 19.495646547440103 |
| 1993-12-01 | 19.197269282734800 |
| 1994-01-01 | 19.222760740534900 |
| 1994-02-01 | 19.083189420366800 |
| 1994-03-01 | 19.107426444691000 |
| 1994-04-01 | 19.010895633310398 |
| 1994-05-01 | 18.815527245746697 |
| 1994-06-01 | 19.096743565011300 |
| 1994-07-01 | 19.081021558262200 |
| 1994-08-01 | 19.147693435334500 |
| 1994-09-01 | 19.398362817216302 |
| 1994-10-01 | 19.318835276651303 |
| 1994-11-01 | 19.399427802946700 |
| 1994-12-01 | 19.291279346715600 |
| 1995-01-01 | 19.813096719796500 |
| 1995-02-01 | 19.994881594829900 |
| 1995-03-01 | 19.916121824904700 |
| 1995-04-01 | 19.953923550335800 |
| 1995-05-01 | 20.034700691887600 |
| 1995-06-01 | 19.928460296234697 |
| 1995-07-01 | 20.745252289478900 |
| 1995-08-01 | 20.142859870243600 |
| 1995-09-01 | 19.923870961052100 |
| 1995-10-01 | 19.628216804165397 |
| 1995-11-01 | 19.444966461397300 |
| 1995-12-01 | 19.531110128580100 |
| 1996-01-01 | 18.827160063925103 |
| 1996-02-01 | 19.652306883643200 |
| 1996-03-01 | 19.865285165842400 |
| 1996-04-01 | 20.123421622663000 |
| 1996-05-01 | 20.290649456358200 |
| 1996-06-01 | 20.193785157448400 |
| 1996-07-01 | 19.891554594509000 |
| 1996-08-01 | 19.849303247746700 |
| 1996-09-01 | 19.758080855848700 |
| 1996-10-01 | 20.163251525191800 |
| 1996-11-01 | 20.155091635256802 |
| 1996-12-01 | 20.062062173037397 |
| 1997-01-01 | 19.986822503761500 |
| 1997-02-01 | 19.551050323929502 |
| 1997-03-01 | 19.706949116227300 |
| 1997-04-01 | 19.293979686646000 |
| 1997-05-01 | 19.116921139869600 |
| 1997-06-01 | 19.314335983916000 |
| 1997-07-01 | 19.058175410258800 |
| 1997-08-01 | 18.525328451742400 |
| 1997-09-01 | 19.128213310905000 |
| 1997-10-01 | 18.807681174020000 |
| 1997-11-01 | 18.617049151413500 |
| 1997-12-01 | 18.986142749201900 |
| 1998-01-01 | 19.049564768509600 |
| 1998-02-01 | 18.884409659647400 |
| 1998-03-01 | 20.163654506335900 |
| 1998-04-01 | 19.241465894477600 |
| 1998-05-01 | 19.171477953551500 |
| 1998-06-01 | 19.146457299510400 |
| 1998-07-01 | 19.541276930238602 |
| 1998-08-01 | 19.126467871117000 |
| 1998-09-01 | 19.964668133270000 |
| 1998-10-01 | 20.097892101249100 |
| 1998-11-01 | 20.351703330576104 |
| 1998-12-01 | 19.981187669954500 |
| 1999-01-01 | 19.806422710066602 |
| 1999-02-01 | 19.962386445040800 |
| 1999-03-01 | 19.658740261482000 |
| 1999-04-01 | 19.263156155711897 |
| 1999-05-01 | 19.361636472026600 |
| 1999-06-01 | 19.454716994144900 |
| 1999-07-01 | 21.110191796131500 |
| 1999-08-01 | 19.769199618509802 |
| 1999-09-01 | 21.447953829994603 |
| 1999-10-01 | 19.669199071562602 |
| 1999-11-01 | 20.031266949186100 |
| 1999-12-01 | 19.417247146251900 |
| 2000-01-01 | 19.561858035140000 |
| 2000-02-01 | 19.704464452191200 |
| 2000-03-01 | 19.601347481171300 |
| 2000-04-01 | 19.829908200753500 |
| 2000-05-01 | 20.264999436004300 |
| 2000-06-01 | 20.029290794972898 |
| 2000-07-01 | 20.521483369670300 |
| 2000-08-01 | 20.938053397339600 |
| 2000-09-01 | 20.319405071487502 |
| 2000-10-01 | 20.268081269220602 |
| 2000-11-01 | 20.530605342153700 |
| 2000-12-01 | 20.682496084901900 |
| 2001-01-01 | 20.524611405809697 |
| 2001-02-01 | 20.744124208411602 |
| 2001-03-01 | 20.611845491522600 |
| 2001-04-01 | 20.710313013797602 |
| 2001-05-01 | 21.191837776211500 |
| 2001-06-01 | 20.562902778274300 |
| 2001-07-01 | 20.401852092951700 |
| 2001-08-01 | 20.619627320938900 |
| 2001-09-01 | 20.343996878485900 |
| 2001-10-01 | 20.217643453270700 |
| 2001-11-01 | 20.837011028418104 |
| 2001-12-01 | 19.978921647570300 |
| 2002-01-01 | 19.853170382933303 |
| 2002-02-01 | 20.018035887920302 |
| 2002-03-01 | 19.808008797908002 |
| 2002-04-01 | 19.644959049560000 |
| 2002-05-01 | 20.175122009451197 |
| 2002-06-01 | 19.499535320095600 |
| 2002-07-01 | 19.131133175653300 |
| 2002-08-01 | 19.350396990808800 |
| 2002-09-01 | 19.115485126440802 |
| 2002-10-01 | 19.298180358264602 |
| 2002-11-01 | 19.296348255405398 |
| 2002-12-01 | 19.553942243006002 |
| 2003-01-01 | 19.411199165703300 |
| 2003-02-01 | 19.272816370106800 |
| 2003-03-01 | 19.071658264372000 |
| 2003-04-01 | 19.083856889245500 |
| 2003-05-01 | 18.719518618962102 |
| 2003-06-01 | 18.954599774379400 |
| 2003-07-01 | 18.890162198409500 |
| 2003-08-01 | 18.053823288628198 |
| 2003-09-01 | 18.792084013393602 |
| 2003-10-01 | 18.737790392776603 |
| 2003-11-01 | 18.870341781430800 |
| 2003-12-01 | 18.499152293699200 |
| 2004-01-01 | 18.751909059088900 |
| 2004-02-01 | 18.454594106533300 |
| 2004-03-01 | 19.027130800818000 |
| 2004-04-01 | 18.756302427214500 |
| 2004-05-01 | 18.879623683671300 |
| 2004-06-01 | 18.776794799809200 |
| 2004-07-01 | 18.998104805391602 |
| 2004-08-01 | 18.477379392522000 |
| 2004-09-01 | 19.454415277649200 |
| 2004-10-01 | 19.030446285800800 |
| 2004-11-01 | 18.766287562184900 |
| 2004-12-01 | 18.861980647813400 |
| 2005-01-01 | 18.719647984929303 |
| 2005-02-01 | 18.756744493546602 |
| 2005-03-01 | 18.731302524559602 |
| 2005-04-01 | 18.844082380294800 |
| 2005-05-01 | 18.719719097677600 |
| 2005-06-01 | 18.828918646666104 |
| 2005-07-01 | 18.653220307671800 |
| 2005-08-01 | 18.565969095747900 |
| 2005-09-01 | 18.723838760766398 |
| 2005-10-01 | 18.776140354239900 |
| 2005-11-01 | 18.585983444554000 |
| 2005-12-01 | 18.725536469602000 |
| 2006-01-01 | 18.898037120043200 |
| 2006-02-01 | 18.788358861977500 |
| 2006-03-01 | 18.934746545577198 |
| 2006-04-01 | 18.991996181047500 |
| 2006-05-01 | 19.036951104592000 |
| 2006-06-01 | 19.131392220186300 |
| 2006-07-01 | 19.240533523708500 |
| 2006-08-01 | 19.182891821270800 |
| 2006-09-01 | 19.253427690125800 |
| 2006-10-01 | 19.060493647844100 |
| 2006-11-01 | 19.298688008384800 |
| 2006-12-01 | 19.475348402621602 |
| 2007-01-01 | 19.414331842457300 |
| 2007-02-01 | 19.462378865572898 |
| 2007-03-01 | 19.376446084092898 |
| 2007-04-01 | 19.360861778364500 |
| 2007-05-01 | 19.362110736951397 |
| 2007-06-01 | 19.238302104505700 |
| 2007-07-01 | 19.262369815971600 |
| 2007-08-01 | 19.362737039329897 |
| 2007-09-01 | 19.415488510859802 |
| 2007-10-01 | 19.076629370196000 |
| 2007-11-01 | 19.300535465154300 |
| 2007-12-01 | 19.403863399024000 |
| 2008-01-01 | 19.584227403938400 |
| 2008-02-01 | 19.571792357080500 |
| 2008-03-01 | 19.233697340825600 |
| 2008-04-01 | 19.066584874267700 |
| 2008-05-01 | 18.970465001852800 |
| 2008-06-01 | 19.015570103467397 |
| 2008-07-01 | 19.059068443589900 |
| 2008-08-01 | 18.994108338921300 |
| 2008-09-01 | 18.972830721725103 |
| 2008-10-01 | 18.952682468416103 |
| 2008-11-01 | 19.074631642226898 |
| 2008-12-01 | 18.974209479404700 |
| 2009-01-01 | 19.112714170978400 |
| 2009-02-01 | 19.017710431879500 |
| 2009-03-01 | 18.876181980876000 |
| 2009-04-01 | 18.775166576043800 |
| 2009-05-01 | 18.512435570435300 |
| 2009-06-01 | 18.552668124701103 |
| 2009-07-01 | 17.662951081931600 |
| 2009-08-01 | 17.699146137977300 |
| 2009-09-01 | 17.696678330226604 |
| 2009-10-01 | 17.779265789173000 |
| 2009-11-01 | 17.870778625494800 |
| 2009-12-01 | 17.617957465678302 |
| 2010-01-01 | 17.583703176468898 |
| 2010-02-01 | 17.730670980505900 |
| 2010-03-01 | 17.857046329018000 |
| 2010-04-01 | 17.849240616985700 |
| 2010-05-01 | 17.831791835652400 |
| 2010-06-01 | 17.976305374156100 |
| 2010-07-01 | 17.924291717171000 |
| 2010-08-01 | 17.941913746634900 |
| 2010-09-01 | 17.950229205828897 |
| 2010-10-01 | 17.850062271881303 |
| 2010-11-01 | 17.707406437078300 |
| 2010-12-01 | 17.732560391947104 |
| 2011-01-01 | 17.874750824450500 |
| 2011-02-01 | 17.828994103505900 |
| 2011-03-01 | 17.763475857440200 |
| 2011-04-01 | 18.060102567642602 |
| 2011-05-01 | 18.131759054964200 |
| 2011-06-01 | 18.033935218032600 |
| 2011-07-01 | 17.981069472224000 |
| 2011-08-01 | 17.955039951057700 |
| 2011-09-01 | 17.988571445988000 |
| 2011-10-01 | 18.145072354638000 |
| 2011-11-01 | 18.146413904377600 |
| 2011-12-01 | 18.288361721576898 |
| 2012-01-01 | 18.307421512465100 |
| 2012-02-01 | 18.096105856795198 |
| 2012-03-01 | 18.306428772835396 |
| 2012-04-01 | 18.302605963224500 |
| 2012-05-01 | 19.218973223787900 |
| 2012-06-01 | 18.717130514134396 |
| 2012-07-01 | 18.919448618680500 |
| 2012-08-01 | 19.462709391503697 |
| 2012-09-01 | 19.107532116041302 |
| 2012-10-01 | 19.056645055392700 |
| 2012-11-01 | 19.170424154314002 |
| 2012-12-01 | 19.029974408914400 |
| 2013-01-01 | 19.167643435312500 |
| 2013-02-01 | 19.417172871636200 |
| 2013-03-01 | 20.032172516979600 |
| 2013-04-01 | 19.107600163540898 |
| 2013-05-01 | 19.460148552561897 |
| 2013-06-01 | 19.326035733151397 |
| 2013-07-01 | 18.855180268695896 |
| 2013-08-01 | 19.188131207941602 |
| 2013-09-01 | 19.649940348714800 |
| 2013-10-01 | 18.831123559452700 |
| 2013-11-01 | 18.504368676300700 |
| 2013-12-01 | 18.859829472017697 |
| 2014-01-01 | 18.796346614261196 |
| 2014-02-01 | 18.967540984237700 |
| 2014-03-01 | 18.968883981586500 |
| 2014-04-01 | 18.962665916934700 |
| 2014-05-01 | 18.855326025618698 |
| 2014-06-01 | 18.934240059680500 |
| 2014-07-01 | 18.882302678757900 |
| 2014-08-01 | 18.817468392916800 |
| 2014-09-01 | 19.084571001727800 |
| 2014-10-01 | 19.255810542291100 |
| 2014-11-01 | 19.468832400669600 |
| 2014-12-01 | 19.617697779386198 |
| 2015-01-01 | 19.276942156143200 |
| 2015-02-01 | 19.261931193959800 |
| 2015-03-01 | 19.857589953529200 |
| 2015-04-01 | 19.205862064640900 |
| 2015-05-01 | 19.215520653862200 |
| 2015-06-01 | 19.227341317440400 |
| 2015-07-01 | 19.407037191922800 |
| 2015-08-01 | 19.301868934027200 |
| 2015-09-01 | 19.198200997820000 |
| 2015-10-01 | 19.181608210135398 |
| 2015-11-01 | 19.107833296118102 |
| 2015-12-01 | 18.925651374319600 |
| 2016-01-01 | 19.222566088801200 |
| 2016-02-01 | 19.177921962248302 |
| 2016-03-01 | 18.964985186325200 |
| 2016-04-01 | 19.308295732440100 |
| 2016-05-01 | 19.231255221480698 |
| 2016-06-01 | 19.203639126497500 |
| 2016-07-01 | 19.147478662183500 |
| 2016-08-01 | 19.496319894302600 |
| 2016-09-01 | 19.008650358234700 |
| 2016-10-01 | 19.024476980594400 |
| 2016-11-01 | 18.853959566431197 |
| 2016-12-01 | 18.827630013148100 |
| 2017-01-01 | 18.814536829652198 |
| 2017-02-01 | 18.663937276202300 |
| 2017-03-01 | 18.655650278951896 |
| 2017-04-01 | 17.143964005605100 |
| 2017-05-01 | 17.202299310664600 |
| 2017-06-01 | 17.269466799649802 |
| 2017-07-01 | 17.067009334891400 |
| 2017-08-01 | 17.213509328348400 |
| 2017-09-01 | 17.204417889696902 |
| 2017-10-01 | 17.009789928704400 |
| 2017-11-01 | 17.017738912012600 |
| 2017-12-01 | 17.115233687433900 |
| 2018-01-01 | 17.031855499906097 |
| 2018-02-01 | 17.041275586815800 |
| 2018-03-01 | 17.660623416311800 |
| 2018-04-01 | 17.259168261482902 |
| 2018-05-01 | 17.011864343644800 |
| 2018-06-01 | 16.909180566823700 |
| 2018-07-01 | 16.977466925047700 |
| 2018-08-01 | 16.900314122990597 |
| 2018-09-01 | 16.864295331141200 |
| 2018-10-01 | 16.991498645993200 |
| 2018-11-01 | 17.436799297615800 |
| 2018-12-01 | 16.993157641629100 |
| 2019-01-01 | 17.045178380494000 |
| 2019-02-01 | 17.319466650546698 |
| 2019-03-01 | 17.164818337189500 |
| 2019-04-01 | 17.013394122242100 |
| 2019-05-01 | 16.786494007273300 |
| 2019-06-01 | 16.982432259685200 |
| 2019-07-01 | 17.316094109485900 |
| 2019-08-01 | 17.210973176128398 |
| 2019-09-01 | 17.352263384972503 |
| 2019-10-01 | 17.179660766235800 |
| 2019-11-01 | 17.055655488592000 |
| 2019-12-01 | 17.289501492770000 |
| 2020-01-01 | 17.204006447236600 |
| 2020-02-01 | 17.136824473019100 |
| 2020-03-01 | 17.154946626568900 |
| 2020-04-01 | 15.061791746693599 |
| 2020-05-01 | 16.034707733811700 |
| 2020-06-01 | 16.110873663517500 |
| 2020-07-01 | 16.725762890701198 |
| 2020-08-01 | 16.249430486174802 |
| 2020-09-01 | 16.162517184660700 |
| 2020-10-01 | 16.223677783978800 |
| 2020-11-01 | 16.328279127836300 |
| 2020-12-01 | 16.321611448377098 |
| 2021-01-01 | 16.365191428945500 |
| 2021-02-01 | 16.339496376252300 |
| 2021-03-01 | 16.403143176247400 |
| 2021-04-01 | 16.532255762387802 |
| 2021-05-01 | 18.131141222354398 |
| 2021-06-01 | 17.791723201953400 |
| 2021-07-01 | 17.342800081456698 |
| 2021-08-01 | 17.355292179633500 |
| 2021-09-01 | 17.208731779949100 |
| 2021-10-01 | 17.448142703736200 |
| 2021-11-01 | 17.703360865807500 |
| 2021-12-01 | 17.378765096992304 |
| 2022-01-01 | 18.220019912153700 |
| 2022-02-01 | 18.340256523590103 |
| 2022-03-01 | 18.533592158087000 |
| 2022-04-01 | 18.320466780518500 |
| 2022-05-01 | 18.367270682865000 |
| 2022-06-01 | 18.473052058904700 |
| 2022-07-01 | 18.309782519159697 |
| 2022-08-01 | 18.229650534715603 |
| 2022-09-01 | 18.507792794947900 |
| 2022-10-01 | 18.457024403023500 |
| 2022-11-01 | 18.268019234459200 |
| 2022-12-01 | 18.248406158480602 |
| 2023-01-01 | 17.897094646460896 |
| 2023-02-01 | 17.511499736605000 |
| 2023-03-01 | 17.981216078527602 |
| 2023-04-01 | 18.184322103042700 |
| 2023-05-01 | 18.534483987854500 |
| 2023-06-01 | 18.523380895227200 |
| 2023-07-01 | 18.929719704511800 |
| 2023-08-01 | 19.056660799735397 |
| 2023-09-01 | 19.022977111083800 |
| 2023-10-01 | 18.913528180008500 |
| 2023-11-01 | 18.856931870622400 |
| 2023-12-01 | 18.714344294912898 |
