NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services in Iowa City, IA (MSA) Series ID: IOWA919PBSV 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 2024-04-01 Last Updated: 2024-05-18 6:31 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/IOWA919PBSVN). 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 3.1917384511934900 1990-02-01 3.1274131338047200 1990-03-01 3.1374525602229903 1990-04-01 3.2211663550313996 1990-05-01 3.2404838641595095 1990-06-01 3.3769482326978600 1990-07-01 3.3119150896401300 1990-08-01 3.2741081771530300 1990-09-01 3.3341580576064400 1990-10-01 3.2355292417246497 1990-11-01 3.2036338481628994 1990-12-01 3.1397575205843995 1991-01-01 3.1973345992680600 1991-02-01 3.2293275099456604 1991-03-01 3.2317812385211200 1991-04-01 3.2305667854024200 1991-05-01 3.2428626224252700 1991-06-01 3.1793180099433798 1991-07-01 3.2020500097764600 1991-08-01 3.2708698122545100 1991-09-01 3.2230058589775300 1991-10-01 3.3467508915439100 1991-11-01 3.2965611845081697 1991-12-01 3.6402000854590100 1992-01-01 3.3124880681349900 1992-02-01 3.3337087499181894 1992-03-01 3.3144488210885000 1992-04-01 3.3461784687368500 1992-05-01 3.3483768596850500 1992-06-01 3.2808806651134903 1992-07-01 3.2942562741311700 1992-08-01 3.3587718071159100 1992-09-01 3.3036997543405002 1992-10-01 3.4648402238665200 1992-11-01 3.4852260916999700 1992-12-01 3.6389035185982100 1993-01-01 3.7329246470195200 1993-02-01 3.8472031960502300 1993-03-01 3.8956105641953300 1993-04-01 4.1686966516389300 1993-05-01 4.0522004002343800 1993-06-01 4.2783832816952000 1993-07-01 4.3851672476610600 1993-08-01 4.3401412103895805 1993-09-01 4.3706403095658600 1993-10-01 4.5894457143639600 1993-11-01 4.6800900125406795 1993-12-01 4.8410514279216400 1994-01-01 4.6545983450122500 1994-02-01 4.6639807638721610 1994-03-01 4.6737372913244900 1994-04-01 4.5917627981418400 1994-05-01 4.6630826553320500 1994-06-01 4.5672997582742690 1994-07-01 4.6796799273252500 1994-08-01 4.6204953681748200 1994-09-01 4.7337613061601910 1994-10-01 4.5073794023880400 1994-11-01 4.5780690072130200 1994-12-01 4.5468463792294695 1995-01-01 4.5756722007591800 1995-02-01 4.5836508529157400 1995-03-01 4.6518854323856610 1995-04-01 4.6195775478331800 1995-05-01 4.5674933237094600 1995-06-01 4.6516125695882700 1995-07-01 4.4754688195888890 1995-08-01 4.6026628063175900 1995-09-01 4.5936905813315590 1995-10-01 4.5259141823035090 1995-11-01 4.5902543832556795 1995-12-01 4.5561479985536700 1996-01-01 4.5944753225357600 1996-02-01 4.5911996770409500 1996-03-01 4.6279883988199300 1996-04-01 4.7359148563174700 1996-05-01 4.8750907042085000 1996-06-01 4.6338113372164100 1996-07-01 4.8769743741457900 1996-08-01 4.8919400058425895 1996-09-01 4.9744789798789100 1996-10-01 4.9374504765357100 1996-11-01 4.9038123178774295 1996-12-01 5.1639744048939410 1997-01-01 4.8019534136956500 1997-02-01 4.8890344219990100 1997-03-01 4.9132790186748400 1997-04-01 4.7381105576218605 1997-05-01 4.8653905622030500 1997-06-01 4.9338486590467100 1997-07-01 4.9833395998311100 1997-08-01 5.0901514502793800 1997-09-01 5.0723658817818500 1997-10-01 5.2427928714636800 1997-11-01 5.2289984712995500 1997-12-01 5.2692536697197600 1998-01-01 5.2911345180434190 1998-02-01 5.3701155166738400 1998-03-01 5.5004386299528900 1998-04-01 5.4267019857439100 1998-05-01 5.5598245636118190 1998-06-01 5.6500025932454000 1998-07-01 5.5991386661557610 1998-08-01 5.5911201493877900 1998-09-01 5.6870588446625305 1998-10-01 5.5379439160884000 1998-11-01 5.5465767291259900 1998-12-01 5.5720120738720800 1999-01-01 5.4758838023043900 1999-02-01 5.5457585381108405 1999-03-01 5.4884387605293390 1999-04-01 5.5103765597389200 1999-05-01 5.4447996857011400 1999-06-01 5.5794492775166700 1999-07-01 5.6256863413005400 1999-08-01 5.5044595472889610 1999-09-01 5.4924538390672900 1999-10-01 5.5373105637434605 1999-11-01 5.7587403430997100 1999-12-01 5.6643257623029010 2000-01-01 5.7604279233147100 2000-02-01 5.5127795373731100 2000-03-01 5.6828688485625100 2000-04-01 5.7908062343542400 2000-05-01 5.8384624038802900 2000-06-01 5.6160776202153600 2000-07-01 5.7615406593414200 2000-08-01 5.8190463818679910 2000-09-01 5.7852126318729900 2000-10-01 5.9344952457713500 2000-11-01 5.8542094154864800 2000-12-01 5.9507848169422495 2001-01-01 6.2529186040384400 2001-02-01 6.1983633645351900 2001-03-01 6.2900620309705990 2001-04-01 6.2652170165310190 2001-05-01 6.3221879511062300 2001-06-01 6.3508083552358900 2001-07-01 6.3974782241530300 2001-08-01 6.6406224769753890 2001-09-01 6.4591396065978100 2001-10-01 6.5318558658063000 2001-11-01 6.4592127282481800 2001-12-01 6.4265664669877700 2002-01-01 6.3476521392038400 2002-02-01 6.3929828712489610 2002-03-01 6.4003960890493800 2002-04-01 6.3519111538110810 2002-05-01 6.0188868954816610 2002-06-01 6.2823017011189500 2002-07-01 6.1161864886332090 2002-08-01 5.9431313582374505 2002-09-01 6.0228533706917595 2002-10-01 5.9280588185811000 2002-11-01 6.0667064898084910 2002-12-01 5.9074503710037005 2003-01-01 5.7559172634111500 2003-02-01 5.8096415111144500 2003-03-01 5.5102829525807410 2003-04-01 5.4452716218635600 2003-05-01 5.4200049049825600 2003-06-01 5.2929555651940800 2003-07-01 5.3128062704532200 2003-08-01 5.2462990697189600 2003-09-01 5.4731728529345300 2003-10-01 5.8328856626333500 2003-11-01 5.4791643510809510 2003-12-01 5.3915338126997000 2004-01-01 5.3664551608335310 2004-02-01 5.3294235263833300 2004-03-01 5.4313420600440505 2004-04-01 5.5528163319649195 2004-05-01 5.5311988884184300 2004-06-01 5.4982668115204090 2004-07-01 5.3858284439560790 2004-08-01 5.3286143151086400 2004-09-01 5.0282528389474300 2004-10-01 5.3371458585211000 2004-11-01 5.2827428443301905 2004-12-01 5.4872026333644500 2005-01-01 5.4741433691717900 2005-02-01 5.4644081438146700 2005-03-01 5.4632498624485800 2005-04-01 5.3658887784412900 2005-05-01 5.1408199893158200 2005-06-01 5.3024444537020590 2005-07-01 5.3464610148217010 2005-08-01 5.3038531815901500 2005-09-01 5.1872776523795300 2005-10-01 5.1356404743121000 2005-11-01 5.0888783327747900 2005-12-01 5.0809027792898500 2006-01-01 5.1712008662909690 2006-02-01 4.9897030773909500 2006-03-01 5.3039492847258890 2006-04-01 5.2945724072181900 2006-05-01 5.2684553757811600 2006-06-01 5.3170308950351800 2006-07-01 5.3116720762802900 2006-08-01 5.2610190692628700 2006-09-01 5.3437356944172400 2006-10-01 5.2119615428337100 2006-11-01 5.1824455657162900 2006-12-01 5.0841030968998700 2007-01-01 5.0737965314665100 2007-02-01 5.1166120884542600 2007-03-01 5.1434018092740590 2007-04-01 5.2191101551276110 2007-05-01 5.3103675576994600 2007-06-01 5.3345897717828800 2007-07-01 5.2872264571862800 2007-08-01 5.3337513764239500 2007-09-01 5.1898775051909810 2007-10-01 5.2764351054877400 2007-11-01 5.3622915562444105 2007-12-01 5.3799370875239690 2008-01-01 5.3720154130895700 2008-02-01 5.3377705548763890 2008-03-01 5.2894176838500000 2008-04-01 5.2407624829613600 2008-05-01 5.3630204648078100 2008-06-01 5.2600946330597800 2008-07-01 5.9897514192257090 2008-08-01 5.5131543845413490 2008-09-01 5.2321259638858490 2008-10-01 5.1227401388217100 2008-11-01 5.1169905303661300 2008-12-01 5.1780045036601400 2009-01-01 5.0755874359732500 2009-02-01 5.0667386097034500 2009-03-01 4.9247223243679200 2009-04-01 4.6584943577049100 2009-05-01 4.9110115412244900 2009-06-01 4.9845870489612400 2009-07-01 4.9999168613409500 2009-08-01 5.1138946061241395 2009-09-01 5.1921956675703000 2009-10-01 5.2705573549774405 2009-11-01 5.1625753588957000 2009-12-01 5.1598992628229100 2010-01-01 5.2761780073819600 2010-02-01 5.3914313248949600 2010-03-01 5.5467259401754600 2010-04-01 5.6738867192497900 2010-05-01 5.6496205742820100 2010-06-01 5.5154835388370890 2010-07-01 5.9240007746101290 2010-08-01 5.8193836576599510 2010-09-01 5.8749408912077500 2010-10-01 5.8161602709273600 2010-11-01 5.8083383312420400 2010-12-01 5.9523235752453100 2011-01-01 6.0780963539911700 2011-02-01 6.0006538612614300 2011-03-01 5.9375466747697310 2011-04-01 6.1910894241792800 2011-05-01 6.1710014478826904 2011-06-01 6.3483871653855600 2011-07-01 6.3500716011188600 2011-08-01 6.5325765261780190 2011-09-01 6.7811694117632900 2011-10-01 7.0810390573286200 2011-11-01 6.8701501163071500 2011-12-01 6.6409042731762700 2012-01-01 6.5728818463549900 2012-02-01 6.5918503216295010 2012-03-01 6.6187577520186105 2012-04-01 6.5994562172569005 2012-05-01 6.6714065840714910 2012-06-01 6.7772187822067900 2012-07-01 6.7872047760892110 2012-08-01 6.5418144832431790 2012-09-01 6.6145330972768310 2012-10-01 7.0570097594263700 2012-11-01 6.8419681284298600 2012-12-01 6.7393677810940895 2013-01-01 6.5711876225070100 2013-02-01 6.4651338859521290 2013-03-01 6.4937740470516690 2013-04-01 6.5096388832862700 2013-05-01 6.5445770035691700 2013-06-01 6.3928394664549195 2013-07-01 6.5115018100170000 2013-08-01 6.5496888310116500 2013-09-01 6.5696777228887200 2013-10-01 6.6600374709067090 2013-11-01 6.6378535567975700 2013-12-01 6.7330678463305995 2014-01-01 6.8673110400762200 2014-02-01 6.9328067333535900 2014-03-01 6.9776147277446700 2014-04-01 6.7051897784099290 2014-05-01 6.7001497080343200 2014-06-01 6.6883442087831000 2014-07-01 6.6318581326225300 2014-08-01 7.1583296999964000 2014-09-01 6.9317829972526110 2014-10-01 6.8739581010654800 2014-11-01 6.8515422295179700 2014-12-01 6.9424512400224100 2015-01-01 7.2636320873044800 2015-02-01 6.9936813642658200 2015-03-01 6.9632184501219700 2015-04-01 6.9999452761790000 2015-05-01 6.8532763025819690 2015-06-01 6.8635844927564800 2015-07-01 6.8349658451600700 2015-08-01 6.8623214021922100 2015-09-01 6.7922448780887100 2015-10-01 6.9093281198936900 2015-11-01 6.8772056187572300 2015-12-01 6.5568505071154700 2016-01-01 6.7509495135168205 2016-02-01 6.7610625387990500 2016-03-01 6.7616844467335200 2016-04-01 7.0850445847511400 2016-05-01 6.9136002628776390 2016-06-01 6.8247388571575090 2016-07-01 6.8274654640503090 2016-08-01 6.8728013188785310 2016-09-01 6.8540066867321090 2016-10-01 6.6396248509986510 2016-11-01 6.7920558195094210 2016-12-01 6.8734835695673100 2017-01-01 6.8363075513946905 2017-02-01 6.8374025441264700 2017-03-01 6.8673999387808610 2017-04-01 7.0815870069413600 2017-05-01 6.8892054644717100 2017-06-01 6.8803884919925000 2017-07-01 6.6991880152402900 2017-08-01 6.5813792919100600 2017-09-01 6.4185909812412800 2017-10-01 6.5668168165495300 2017-11-01 6.6013005675506600 2017-12-01 6.5803707264913500 2018-01-01 6.5201695206649900 2018-02-01 6.5220196437621290 2018-03-01 6.6764010596508000 2018-04-01 6.3827071515762490 2018-05-01 6.3773037450920700 2018-06-01 6.3456766317422995 2018-07-01 6.3652054178249800 2018-08-01 6.3901689897317100 2018-09-01 6.2776216605961200 2018-10-01 6.1858805144347000 2018-11-01 6.2055447552791110 2018-12-01 6.0733077786406300 2019-01-01 6.2038442192235710 2019-02-01 6.2118218069794910 2019-03-01 6.1785156896614600 2019-04-01 6.1974120957881800 2019-05-01 6.1846157546462000 2019-06-01 6.1274930426161500 2019-07-01 6.1264698852043090 2019-08-01 6.0834079742927300 2019-09-01 6.1136831136857400 2019-10-01 6.2056764486572190 2019-11-01 6.1153293611478800 2019-12-01 6.1653946739776800 2020-01-01 6.2012056658735190 2020-02-01 6.1032564831953200 2020-03-01 6.2756308347628200 2020-04-01 5.8038308559253390 2020-05-01 5.9889310916762100 2020-06-01 6.1196848659812400 2020-07-01 6.1981670181816100 2020-08-01 6.0781935692751500 2020-09-01 6.0384722222292400 2020-10-01 6.2198864998111905 2020-11-01 6.2181901039474905 2020-12-01 6.2529135458859190 2021-01-01 6.3109709852440000 2021-02-01 6.4091145102800500 2021-03-01 6.3702286565192000 2021-04-01 6.4029931326651500 2021-05-01 6.4897903568595900 2021-06-01 6.5135173889723100 2021-07-01 6.5749012412763200 2021-08-01 6.6684522344253600 2021-09-01 6.6486975578838300 2021-10-01 6.6379294662729910 2021-11-01 6.7264758441081500 2021-12-01 6.7492261914735400 2022-01-01 6.6286531637676600 2022-02-01 6.5143896318997500 2022-03-01 6.5621619647362900 2022-04-01 6.4944685782313710 2022-05-01 6.2778743618644300 2022-06-01 6.5071286753833500 2022-07-01 6.5663326064985500 2022-08-01 6.6643059231998200 2022-09-01 6.5506710859820090 2022-10-01 6.4591117028910400 2022-11-01 6.4287057843155100 2022-12-01 6.5452819406542690 2023-01-01 6.5441348619390410 2023-02-01 6.7262158377723390 2023-03-01 6.7527413984315094 2023-04-01 6.9841555817818290 2023-05-01 6.8696135458650400 2023-06-01 6.8024323275413210 2023-07-01 6.7593418447970500 2023-08-01 6.7579233221356200 2023-09-01 6.7454209080279410 2023-10-01 6.7780636495993100 2023-11-01 6.8357362989604610 2023-12-01 6.7530317317928890 2024-01-01 6.7546521326542900 2024-02-01 6.7289147804093600 2024-03-01 6.7444075478112810 2024-04-01 6.7724197896566105