Title: All Employees: Other Services in Baltimore-Columbia-Towson, MD (MSA) Series ID: BALT524SRVO 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 2024-02-01 Last Updated: 2024-03-23 6:14 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/BALT524SRVON). 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 45.305130041662906 1990-02-01 45.173300670457294 1990-03-01 45.349138031829300 1990-04-01 45.134406444176600 1990-05-01 45.445902221100290 1990-06-01 45.407025129731295 1990-07-01 45.629557345721906 1990-08-01 46.208740923086300 1990-09-01 45.989111081684600 1990-10-01 45.042917126248700 1990-11-01 45.122727256220800 1990-12-01 45.279697333887604 1991-01-01 43.505147109191600 1991-02-01 43.798315216453894 1991-03-01 43.759926843092200 1991-04-01 43.626735232590505 1991-05-01 43.446970817606110 1991-06-01 43.492832136418510 1991-07-01 43.210261760807505 1991-08-01 43.306953887579205 1991-09-01 43.213552778763100 1991-10-01 42.539951449766200 1991-11-01 42.807637140381395 1991-12-01 42.769972020179400 1992-01-01 42.700284971631500 1992-02-01 42.633410536109295 1992-03-01 42.487861048387300 1992-04-01 42.721044579228400 1992-05-01 42.645402103094000 1992-06-01 42.555189122740200 1992-07-01 43.190617761782400 1992-08-01 42.806403972376400 1992-09-01 43.064309561198400 1992-10-01 43.141652248056900 1992-11-01 43.179241241611390 1992-12-01 43.139418774744500 1993-01-01 43.280363426654100 1993-02-01 43.489995928465700 1993-03-01 43.018892617079295 1993-04-01 43.521326445439605 1993-05-01 43.531518781483100 1993-06-01 43.633907261190700 1993-07-01 43.465207844357800 1993-08-01 43.310501312508000 1993-09-01 43.229180315254204 1993-10-01 43.350233272793204 1993-11-01 43.338652495708196 1993-12-01 43.406893612100200 1994-01-01 42.749960435620600 1994-02-01 43.136829284800500 1994-03-01 43.435726856348710 1994-04-01 43.622464849094500 1994-05-01 43.598374415013600 1994-06-01 43.808107524851600 1994-07-01 44.381907011236400 1994-08-01 44.548467082033700 1994-09-01 44.402384559266100 1994-10-01 44.556761320817610 1994-11-01 44.707955680892894 1994-12-01 44.766613691902000 1995-01-01 45.089478537767604 1995-02-01 45.152178995866100 1995-03-01 45.209417088479700 1995-04-01 45.230110748203900 1995-05-01 45.573390613807604 1995-06-01 45.817400773442110 1995-07-01 45.719381700373300 1995-08-01 45.918414112281290 1995-09-01 45.772367766304210 1995-10-01 45.358834496583995 1995-11-01 45.876888685507600 1995-12-01 46.037097056370400 1996-01-01 44.636546207420800 1996-02-01 45.798927424007594 1996-03-01 45.978590932942495 1996-04-01 46.021978465458710 1996-05-01 46.234269212072400 1996-06-01 46.323159446269706 1996-07-01 46.712951515820400 1996-08-01 46.920618153339400 1996-09-01 46.938664259588100 1996-10-01 46.945010337379706 1996-11-01 47.256762117826300 1996-12-01 47.319377725490290 1997-01-01 45.990531027445606 1997-02-01 45.902091710071794 1997-03-01 46.238576639399010 1997-04-01 46.808182621685106 1997-05-01 46.808602217706095 1997-06-01 46.834474590532210 1997-07-01 46.900548665932700 1997-08-01 47.205193495505700 1997-09-01 47.998078742098210 1997-10-01 48.041451735574206 1997-11-01 48.042304634294100 1997-12-01 48.329247012530400 1998-01-01 48.981359397721500 1998-02-01 49.190557521489296 1998-03-01 49.106090033915300 1998-04-01 48.676631049039095 1998-05-01 48.580441783901400 1998-06-01 48.708506528852700 1998-07-01 48.765623269661894 1998-08-01 48.576266030385106 1998-09-01 48.460582133490800 1998-10-01 48.944812189446710 1998-11-01 49.159518323479794 1998-12-01 49.259365994880800 1999-01-01 48.986348319676500 1999-02-01 49.298005546502600 1999-03-01 48.961528163173600 1999-04-01 49.451446811230500 1999-05-01 49.570947944936800 1999-06-01 49.365020054564500 1999-07-01 49.367124899906500 1999-08-01 49.602726691195400 1999-09-01 49.917419177626600 1999-10-01 50.385887151081600 1999-11-01 50.484406704088110 1999-12-01 50.493273192704100 2000-01-01 50.820240269381706 2000-02-01 50.949203306137290 2000-03-01 51.038310869595100 2000-04-01 51.020809072289104 2000-05-01 51.237614025804994 2000-06-01 51.495559705878110 2000-07-01 51.430692622639000 2000-08-01 51.909756517530695 2000-09-01 52.369170312336294 2000-10-01 51.634623935723700 2000-11-01 51.730417035408400 2000-12-01 51.838685577376700 2001-01-01 52.950287670291700 2001-02-01 53.241872674619100 2001-03-01 53.421575504732196 2001-04-01 52.889456327650300 2001-05-01 53.297460946956100 2001-06-01 53.633738548732005 2001-07-01 53.767920656686400 2001-08-01 54.087756836661995 2001-09-01 53.488039430217000 2001-10-01 53.617449850600800 2001-11-01 53.688374116497200 2001-12-01 53.879541062381804 2002-01-01 53.880300874238300 2002-02-01 53.959803835513800 2002-03-01 54.110997554458900 2002-04-01 54.331735526977900 2002-05-01 54.452754775443104 2002-06-01 54.385061225837600 2002-07-01 54.917801838016395 2002-08-01 54.578760509244205 2002-09-01 54.787588939768106 2002-10-01 54.787226356925790 2002-11-01 54.961827385186396 2002-12-01 54.925779097943000 2003-01-01 54.871635721046200 2003-02-01 54.666355782728004 2003-03-01 55.011820403426290 2003-04-01 54.464663628361400 2003-05-01 54.509476572079500 2003-06-01 54.679092183419506 2003-07-01 54.408138601289394 2003-08-01 54.178881187405300 2003-09-01 54.058118064338700 2003-10-01 54.249148128633610 2003-11-01 54.105624292650300 2003-12-01 54.050102261690600 2004-01-01 53.851572502681506 2004-02-01 54.265395410996200 2004-03-01 54.221192924713300 2004-04-01 54.608708425057500 2004-05-01 54.578866565441100 2004-06-01 54.593450203133000 2004-07-01 54.738753429953604 2004-08-01 54.687554276499010 2004-09-01 54.838817529982100 2004-10-01 54.665101315279600 2004-11-01 54.715639944224800 2004-12-01 54.867582564806500 2005-01-01 54.812658915249800 2005-02-01 54.947002988730496 2005-03-01 54.940447934582700 2005-04-01 54.976967665650500 2005-05-01 54.877016626449300 2005-06-01 54.931912028816000 2005-07-01 54.800906638473606 2005-08-01 54.985909038256395 2005-09-01 54.905034953704700 2005-10-01 54.856321009564000 2005-11-01 54.893271155339406 2005-12-01 55.070279010938500 2006-01-01 55.472455135978606 2006-02-01 55.431283487292006 2006-03-01 55.439730317322210 2006-04-01 55.887067373331206 2006-05-01 56.011447633036205 2006-06-01 55.977559152103100 2006-07-01 56.157228164809800 2006-08-01 56.380410454609700 2006-09-01 56.594877648887300 2006-10-01 56.507894997314104 2006-11-01 56.643950081953300 2006-12-01 56.660988598453210 2007-01-01 57.040264672195605 2007-02-01 56.723775295135710 2007-03-01 56.947170924943100 2007-04-01 56.014640303649500 2007-05-01 56.142534243037990 2007-06-01 56.337971139788600 2007-07-01 56.801609703773096 2007-08-01 56.382556168689696 2007-09-01 56.373948064424894 2007-10-01 56.547933648291206 2007-11-01 56.677365665475600 2007-12-01 56.758395250639600 2008-01-01 56.718523056227596 2008-02-01 56.842815611407900 2008-03-01 56.747419405653710 2008-04-01 56.652936753411105 2008-05-01 56.469776232573900 2008-06-01 56.573460824481494 2008-07-01 56.405818732190400 2008-08-01 56.390226111272000 2008-09-01 56.370056264556396 2008-10-01 56.402993852325200 2008-11-01 56.225303772237700 2008-12-01 56.065748492800395 2009-01-01 56.008585757810710 2009-02-01 55.760959534065800 2009-03-01 55.668416142829100 2009-04-01 55.361539337264990 2009-05-01 55.489346153801200 2009-06-01 55.282337932267296 2009-07-01 55.375245457383800 2009-08-01 55.501377841261200 2009-09-01 55.453188079048005 2009-10-01 55.694278004824604 2009-11-01 55.605312976272500 2009-12-01 55.800255317688000 2010-01-01 55.408439429744300 2010-02-01 54.476820905604300 2010-03-01 55.488133266793300 2010-04-01 55.346072732071110 2010-05-01 55.493501380668000 2010-06-01 55.168963714588610 2010-07-01 55.417179187016400 2010-08-01 55.514717457578110 2010-09-01 55.529072007536400 2010-10-01 55.523278991197900 2010-11-01 55.512037946641904 2010-12-01 55.441308103188500 2011-01-01 55.522820049046600 2011-02-01 55.480038525705990 2011-03-01 55.516664513604496 2011-04-01 55.621148619585895 2011-05-01 55.480626260482900 2011-06-01 55.441970594225594 2011-07-01 55.360109691868600 2011-08-01 55.532505712150900 2011-09-01 54.885271419370696 2011-10-01 54.961680914390300 2011-11-01 54.739190666663290 2011-12-01 55.183590069602396 2012-01-01 55.230241676454604 2012-02-01 55.076042180113710 2012-03-01 55.039287398122600 2012-04-01 55.314665159135890 2012-05-01 55.067026003060796 2012-06-01 55.221631591392004 2012-07-01 55.198920768743000 2012-08-01 55.156356929155706 2012-09-01 55.049433171187400 2012-10-01 55.098344107989206 2012-11-01 54.664665307276100 2012-12-01 54.998389633771000 2013-01-01 55.122069132011900 2013-02-01 55.249410066548700 2013-03-01 55.263666671824105 2013-04-01 55.131680870612300 2013-05-01 54.970542091038396 2013-06-01 54.831668731739290 2013-07-01 54.666748910925506 2013-08-01 54.270205730452500 2013-09-01 54.228341624649104 2013-10-01 53.790966576744100 2013-11-01 53.674208529084396 2013-12-01 53.408007516036996 2014-01-01 53.092249343825294 2014-02-01 52.707459730449706 2014-03-01 52.669347092772206 2014-04-01 53.379749069718400 2014-05-01 53.086246150814800 2014-06-01 53.081405689074600 2014-07-01 52.848037815360900 2014-08-01 52.881740363735200 2014-09-01 52.931496012932400 2014-10-01 52.764777977028500 2014-11-01 52.464606478845700 2014-12-01 52.488401915333900 2015-01-01 52.249807726688395 2015-02-01 51.964421966491095 2015-03-01 51.765104388253000 2015-04-01 51.529458824433900 2015-05-01 51.508551358278700 2015-06-01 51.346466936063800 2015-07-01 51.370885369483700 2015-08-01 51.584829424108000 2015-09-01 51.059200208232000 2015-10-01 50.921485257199900 2015-11-01 50.836308392605300 2015-12-01 50.760267083421900 2016-01-01 51.098833485609000 2016-02-01 50.727660308518495 2016-03-01 50.552730439488900 2016-04-01 50.558291622215800 2016-05-01 50.538082521119605 2016-06-01 50.414236959367600 2016-07-01 50.599580877877100 2016-08-01 50.799294178639400 2016-09-01 50.818074837557894 2016-10-01 50.983290769529200 2016-11-01 50.995007770021000 2016-12-01 50.804802470707905 2017-01-01 50.945260001705506 2017-02-01 51.000969448608295 2017-03-01 51.046708597700700 2017-04-01 50.958381363527400 2017-05-01 51.078906573521900 2017-06-01 51.594809785022300 2017-07-01 51.446158273940110 2017-08-01 51.400900515356400 2017-09-01 51.475405748956900 2017-10-01 51.535077452498896 2017-11-01 51.630704009375110 2017-12-01 51.954925931007500 2018-01-01 52.113283570551790 2018-02-01 52.091430600864290 2018-03-01 52.242848062575206 2018-04-01 52.250496822602905 2018-05-01 52.216823816494400 2018-06-01 52.281858687122200 2018-07-01 51.978270380126496 2018-08-01 51.991596027127400 2018-09-01 51.523639654555900 2018-10-01 51.787466556756705 2018-11-01 51.880351960749394 2018-12-01 51.682173349510900 2019-01-01 51.702484162763100 2019-02-01 51.790694524304100 2019-03-01 51.752148410082000 2019-04-01 51.857729132290790 2019-05-01 51.751781614508296 2019-06-01 51.869038766985796 2019-07-01 51.104961824721300 2019-08-01 51.246908880068595 2019-09-01 51.235256381190500 2019-10-01 51.455189188982494 2019-11-01 51.347287480319096 2019-12-01 51.431429931007000 2020-01-01 51.293639681732100 2020-02-01 51.289861523001390 2020-03-01 50.161811919429290 2020-04-01 36.089104430141894 2020-05-01 38.581978888168900 2020-06-01 42.348753439834300 2020-07-01 43.594671082937495 2020-08-01 44.388111973034000 2020-09-01 44.744769267650300 2020-10-01 45.235934509710400 2020-11-01 45.151359650554200 2020-12-01 45.084015564987205 2021-01-01 45.171027606013600 2021-02-01 45.082885143332700 2021-03-01 45.374801641901506 2021-04-01 45.635470421428700 2021-05-01 45.712635707094400 2021-06-01 45.611808274322996 2021-07-01 45.774603389336010 2021-08-01 46.020965850699900 2021-09-01 45.933000987577710 2021-10-01 46.338865929882004 2021-11-01 46.066091282453800 2021-12-01 46.272114170586700 2022-01-01 46.042522239108400 2022-02-01 46.276477375807400 2022-03-01 45.778285501184210 2022-04-01 46.177961406358996 2022-05-01 46.330712657937500 2022-06-01 46.444772740333995 2022-07-01 46.646106593427300 2022-08-01 46.769363708958300 2022-09-01 46.836101524669000 2022-10-01 46.649624241758204 2022-11-01 46.906490552813100 2022-12-01 46.956373608893790 2023-01-01 47.413709359701000 2023-02-01 47.566024745036600 2023-03-01 47.780137348640500 2023-04-01 47.609409854603900 2023-05-01 47.741035979075896 2023-06-01 47.844669857229796 2023-07-01 48.129444517000500 2023-08-01 48.038577368559295 2023-09-01 48.032724131975800 2023-10-01 46.675473404641710 2023-11-01 46.737887915026400 2023-12-01 47.363159092914490 2024-01-01 46.989568042923500 2024-02-01 46.851964154963290