Title: All Employees: Professional and Business Services in Bismarck, ND (MSA) Series ID: BISM938PBSV 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 2023-08-01 Last Updated: 2023-09-20 3:13 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/BISM938PBSVN). 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 2.5929546023702300 1990-02-01 2.5913845447992500 1990-03-01 2.5843250048090700 1990-04-01 2.5866407852797800 1990-05-01 2.5478719449395900 1990-06-01 2.5453680814968000 1990-07-01 2.5466344061617600 1990-08-01 2.5152130636518800 1990-09-01 2.5406070255242200 1990-10-01 2.5535996511379400 1990-11-01 2.6532611708926200 1990-12-01 2.5373215206154600 1991-01-01 2.4972532678753100 1991-02-01 2.5984572561529400 1991-03-01 2.6837016558876603 1991-04-01 2.5896743053236200 1991-05-01 2.5415326068308600 1991-06-01 2.5387386521130600 1991-07-01 2.5433690949018200 1991-08-01 2.6139889069732796 1991-09-01 2.6435492529146605 1991-10-01 2.6574813618801500 1991-11-01 2.6546367984263300 1991-12-01 2.6361380812274500 1992-01-01 2.7053418374371700 1992-02-01 2.7032191762012100 1992-03-01 2.6806960169055496 1992-04-01 2.6903897287171700 1992-05-01 2.7308733136430800 1992-06-01 2.6330760683556700 1992-07-01 2.7398721980773500 1992-08-01 2.7131728100640897 1992-09-01 2.7474086480736300 1992-10-01 2.7630306852442996 1992-11-01 2.7584317911982100 1992-12-01 2.8387762810352100 1993-01-01 2.8151814233383705 1993-02-01 2.8030732641633302 1993-03-01 2.8741904420255397 1993-04-01 2.8894364273817796 1993-05-01 2.9164430822525800 1993-06-01 3.0302343118937403 1993-07-01 3.0337811292863797 1993-08-01 3.1211042498422200 1993-09-01 3.0509886625426200 1993-10-01 3.0636342114026998 1993-11-01 3.1683689044340700 1993-12-01 3.1427101843079703 1994-01-01 3.1282355047419306 1994-02-01 3.0984218136952900 1994-03-01 3.1603570871541000 1994-04-01 3.1850999570226200 1994-05-01 3.3059050475735097 1994-06-01 3.3276178671330396 1994-07-01 3.3308718587868102 1994-08-01 3.3268184251319800 1994-09-01 3.3578387554246603 1994-10-01 3.3647405789622300 1994-11-01 3.3750774122328200 1994-12-01 3.4547132992379600 1995-01-01 3.4368664390880697 1995-02-01 3.4884481827847402 1995-03-01 3.4478461121476203 1995-04-01 3.4841559515288400 1995-05-01 3.3924102494151400 1995-06-01 3.3238014638039100 1995-07-01 3.2292156837456805 1995-08-01 3.3339866188666702 1995-09-01 3.3681875928758600 1995-10-01 3.3643701402283597 1995-11-01 3.3823133405383100 1995-12-01 3.3690139743135100 1996-01-01 3.4384482662572700 1996-02-01 3.5729628544471095 1996-03-01 3.5412066970223903 1996-04-01 3.5801365572359103 1996-05-01 3.5869393493955397 1996-06-01 3.6190797789660496 1996-07-01 3.7305074457759600 1996-08-01 3.7342316229736503 1996-09-01 3.8815498626181500 1996-10-01 3.9700005766032700 1996-11-01 3.8793845119063200 1996-12-01 4.0832296334493600 1997-01-01 3.9339395911587407 1997-02-01 3.9571070298345500 1997-03-01 4.0435816359420600 1997-04-01 3.9805598986541404 1997-05-01 3.9831227374203197 1997-06-01 4.1123764204150800 1997-07-01 3.9278420412071800 1997-08-01 3.9394191751259600 1997-09-01 3.8962082016753103 1997-10-01 3.8788974834375700 1997-11-01 3.8707255605945896 1997-12-01 3.7840116850930700 1998-01-01 3.9261973129222403 1998-02-01 3.9434621986383800 1998-03-01 3.9501971983138002 1998-04-01 3.8897536444827700 1998-05-01 4.0900992321945900 1998-06-01 4.0981862980104500 1998-07-01 4.1235534540105805 1998-08-01 4.2373716781608300 1998-09-01 4.2097566797125205 1998-10-01 4.3003085222238000 1998-11-01 4.3571514519433700 1998-12-01 4.3780995141966010 1999-01-01 4.5145696290369700 1999-02-01 4.5342995370016395 1999-03-01 4.5575220593150005 1999-04-01 4.7041858538391000 1999-05-01 4.7001776391330500 1999-06-01 4.7763063171838500 1999-07-01 4.8193700093900800 1999-08-01 4.8421226340217000 1999-09-01 4.8112205662989810 1999-10-01 4.8253586353341910 1999-11-01 4.9517870102803200 1999-12-01 4.8737106919798700 2000-01-01 4.7961468553026000 2000-02-01 4.7270214946015505 2000-03-01 4.8620006627702190 2000-04-01 4.9184036910736300 2000-05-01 4.9136515217130500 2000-06-01 4.8526634471379700 2000-07-01 4.9204434535157600 2000-08-01 4.8403647136123900 2000-09-01 4.9007547358179810 2000-10-01 4.9477737681165594 2000-11-01 5.0573659558212990 2000-12-01 4.9782182033041300 2001-01-01 4.8826677123396790 2001-02-01 4.9243733580699910 2001-03-01 4.7605122810910400 2001-04-01 4.6246740170119900 2001-05-01 4.6230622867054800 2001-06-01 4.4335351894117890 2001-07-01 4.6239540082201000 2001-08-01 4.6448461229687200 2001-09-01 4.5808212917690400 2001-10-01 4.5518016962250600 2001-11-01 4.5680154741262310 2001-12-01 4.5848889127691900 2002-01-01 4.5786968940587505 2002-02-01 4.5346090516470000 2002-03-01 4.5618236382753000 2002-04-01 4.5264837627025300 2002-05-01 4.4279468717489100 2002-06-01 4.5210061873799990 2002-07-01 4.4235104147254000 2002-08-01 4.3362850061614100 2002-09-01 4.4643408628956790 2002-10-01 4.3423659027601405 2002-11-01 4.3774152722456500 2002-12-01 4.3932617718486400 2003-01-01 4.5852560275688200 2003-02-01 4.6580216728447310 2003-03-01 4.5704985224790400 2003-04-01 4.5197716965069700 2003-05-01 4.6318345096863100 2003-06-01 4.6157849899201800 2003-07-01 4.5137962033023795 2003-08-01 4.6263106713576800 2003-09-01 4.5469941037510490 2003-10-01 4.5249729436104500 2003-11-01 4.4777481876576200 2003-12-01 4.4975515394357695 2004-01-01 4.5987576978942695 2004-02-01 4.6929876569759900 2004-03-01 4.6881581268780200 2004-04-01 4.7106551947701000 2004-05-01 4.7346101967374100 2004-06-01 4.7213220741938210 2004-07-01 4.6993089744093400 2004-08-01 4.7020726056946400 2004-09-01 4.7386127220231700 2004-10-01 4.8051481742589010 2004-11-01 4.7682693017577495 2004-12-01 4.7938711295042310 2005-01-01 4.7217626284385400 2005-02-01 4.7281105967063795 2005-03-01 4.8050086890781900 2005-04-01 5.0009211769318000 2005-05-01 5.1438181334804700 2005-06-01 5.0384929277621500 2005-07-01 5.1793552246050900 2005-08-01 5.1826216800016400 2005-09-01 5.2319875658295100 2005-10-01 5.3822160326430290 2005-11-01 5.4467693893477200 2005-12-01 5.4788290330400300 2006-01-01 5.5497384385552800 2006-02-01 5.4613599411717700 2006-03-01 5.6252434079507200 2006-04-01 5.7013136736774600 2006-05-01 5.7500891920216710 2006-06-01 5.8552055550585500 2006-07-01 5.9607344701779805 2006-08-01 5.9617849442360400 2006-09-01 6.0293430983537200 2006-10-01 5.9672169098067700 2006-11-01 6.0251644432446600 2006-12-01 6.0625839800006200 2007-01-01 6.0746458169709800 2007-02-01 6.0814002635768400 2007-03-01 6.2387347394488390 2007-04-01 6.0052436732615900 2007-05-01 6.1616922353238290 2007-06-01 6.1645925963952190 2007-07-01 6.1468995325835300 2007-08-01 6.2524866458821910 2007-09-01 6.2193540740696000 2007-10-01 6.2603760320526000 2007-11-01 6.3084270992380596 2007-12-01 6.3486100040053100 2008-01-01 6.3949227031540410 2008-02-01 6.3972476861590300 2008-03-01 6.4496888155564704 2008-04-01 6.4120933075160990 2008-05-01 6.3612610284935000 2008-06-01 6.3621627632605495 2008-07-01 6.4418211659841390 2008-08-01 6.4412651273638000 2008-09-01 6.4143910353167500 2008-10-01 6.4589645437061100 2008-11-01 6.4063743609053900 2008-12-01 6.3473264959226900 2009-01-01 6.3091928840471190 2009-02-01 6.2982184178170510 2009-03-01 6.2538638982743700 2009-04-01 6.3214848496052800 2009-05-01 6.4592275870985810 2009-06-01 6.5501673619599100 2009-07-01 6.4347278531352700 2009-08-01 6.4352514593655500 2009-09-01 6.6136939511395200 2009-10-01 6.4561103177565200 2009-11-01 6.5096361228084410 2009-12-01 6.5513705068607100 2010-01-01 6.5226179341076500 2010-02-01 6.5999750597450810 2010-03-01 6.5649697598037700 2010-04-01 6.6359617827513600 2010-05-01 6.4427783097368300 2010-06-01 6.4280542717022000 2010-07-01 6.4240458277777694 2010-08-01 6.4309556328215300 2010-09-01 6.5128702625121795 2010-10-01 6.5516693168845310 2010-11-01 6.6231513734515500 2010-12-01 6.6643478477108490 2011-01-01 6.6332366569702690 2011-02-01 6.5999629032450200 2011-03-01 6.6749355088005900 2011-04-01 6.7509009150736000 2011-05-01 6.7291253995016400 2011-06-01 6.6016739699878500 2011-07-01 6.8138442050351110 2011-08-01 6.9244502656394700 2011-09-01 6.8091504021452100 2011-10-01 6.8407025092866600 2011-11-01 6.8379232424883800 2011-12-01 6.8781614674774000 2012-01-01 7.1420545350012700 2012-02-01 7.1126030072405100 2012-03-01 7.2891130002926510 2012-04-01 7.1658248715867305 2012-05-01 7.1149006627822200 2012-06-01 7.3796392857754505 2012-07-01 7.4016268795153290 2012-08-01 7.4064079992697600 2012-09-01 7.3993044191250705 2012-10-01 7.4258695837228200 2012-11-01 7.5563765546258200 2012-12-01 7.5961427094642100 2013-01-01 7.6564970507425905 2013-02-01 7.7290311573606910 2013-03-01 7.6984439197840090 2013-04-01 7.6702696360908400 2013-05-01 7.8116710459946100 2013-06-01 7.7676169240606000 2013-07-01 7.7844038568021000 2013-08-01 7.7875649955120600 2013-09-01 7.8890405290017000 2013-10-01 7.9115283064497810 2013-11-01 7.8619965774707500 2013-12-01 7.9130205420657695 2014-01-01 7.7760405547030595 2014-02-01 7.9449444894465900 2014-03-01 8.0153403652710700 2014-04-01 8.0645253309754100 2014-05-01 8.1084999880860800 2014-06-01 8.1664552059860000 2014-07-01 8.0669782594791800 2014-08-01 8.1697300050494410 2014-09-01 8.1755197461684690 2014-10-01 8.3034387400446390 2014-11-01 8.2643269381378790 2014-12-01 8.3271401548053400 2015-01-01 8.4031632589345200 2015-02-01 8.3526131703626300 2015-03-01 8.4230287464556500 2015-04-01 8.4454840079842910 2015-05-01 8.5116428134933000 2015-06-01 8.5712998501655100 2015-07-01 8.7538640818158700 2015-08-01 8.7606056121935400 2015-09-01 8.6742385913966000 2015-10-01 8.6012660341398500 2015-11-01 8.5613572344382900 2015-12-01 8.5319470717892900 2016-01-01 8.4200544458348700 2016-02-01 8.3504197795412200 2016-03-01 8.4317762878338900 2016-04-01 8.4291488315432090 2016-05-01 8.3130861022551400 2016-06-01 8.2797379719798900 2016-07-01 8.3438034507655900 2016-08-01 8.2537089940727310 2016-09-01 8.2837633165410900 2016-10-01 8.2027511228926400 2016-11-01 8.2621479034207400 2016-12-01 8.1350804379527900 2017-01-01 8.1265200134949900 2017-02-01 8.1342069574780000 2017-03-01 8.0332650342648490 2017-04-01 8.1230450876041800 2017-05-01 8.0072434440466380 2017-06-01 7.9895256401919700 2017-07-01 7.9413242046008700 2017-08-01 7.9557546648737000 2017-09-01 8.0011982037778400 2017-10-01 7.7114323410347700 2017-11-01 7.8635275814263300 2017-12-01 7.8296245943731290 2018-01-01 7.7121111631748995 2018-02-01 7.8130364458192405 2018-03-01 7.8352391362079200 2018-04-01 7.7260449128379000 2018-05-01 7.6989096719671110 2018-06-01 7.8032413262784410 2018-07-01 7.6456324492459110 2018-08-01 7.5650967403024100 2018-09-01 7.5199019604051510 2018-10-01 7.5151166449886000 2018-11-01 7.4612854177360310 2018-12-01 7.5178540100460200 2019-01-01 7.4936088047962310 2019-02-01 7.4986893784280300 2019-03-01 7.4274486976820900 2019-04-01 7.4358808639247900 2019-05-01 7.4892765925209010 2019-06-01 7.5202360585101510 2019-07-01 7.4571837173766500 2019-08-01 7.4797881243169400 2019-09-01 7.4355515487179105 2019-10-01 7.5182248435988200 2019-11-01 7.4542870916357100 2019-12-01 7.3927460609889900 2020-01-01 7.5678730510399195 2020-02-01 7.4950615361880800 2020-03-01 7.4257649324185095 2020-04-01 6.8473598720606790 2020-05-01 6.9898489401350790 2020-06-01 6.9364067249439500 2020-07-01 6.9640244041017200 2020-08-01 7.0945468380634400 2020-09-01 7.1449932976726400 2020-10-01 7.1184009501487004 2020-11-01 7.1376246554961900 2020-12-01 7.2700748074072000 2021-01-01 7.3519729908761110 2021-02-01 7.2970565017327910 2021-03-01 7.4228295920178090 2021-04-01 7.4559669586547300 2021-05-01 7.3951372896166600 2021-06-01 7.4528019677710300 2021-07-01 7.5696650330106790 2021-08-01 7.5070772785842690 2021-09-01 7.5432357531924605 2021-10-01 7.6241580455589200 2021-11-01 7.7199441723276790 2021-12-01 7.6476534412713800 2022-01-01 7.6404633849820990 2022-02-01 7.7042331172376200 2022-03-01 7.8238179994931905 2022-04-01 7.7549116149774600 2022-05-01 7.8101551229134910 2022-06-01 7.7625625346688400 2022-07-01 7.7685464124064200 2022-08-01 7.8181395995383300 2022-09-01 7.8414139120219900 2022-10-01 7.8268104381072100 2022-11-01 8.0017133968191310 2022-12-01 7.9357323868149990 2023-01-01 7.8403155126975195 2023-02-01 7.8089520151570700 2023-03-01 7.7197032944051700 2023-04-01 7.7543274631562490 2023-05-01 7.6208061409885390 2023-06-01 7.7668309557390090 2023-07-01 7.7688774540293300 2023-08-01 7.7246543561167690