Table Data - All Employees: Professional and Business Services in Grand Forks, ND-MN (MSA)
| Title | All Employees: Professional and Business Services in Grand Forks, ND-MN (MSA) |
|---|---|
| Series ID | GRAN238PBSV |
| 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 2024-12-01 |
| Last Updated | 2025-01-29 6:53 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 | 1.6575569510256498 |
| 1990-02-01 | 1.6624293445350600 |
| 1990-03-01 | 1.6651527524970100 |
| 1990-04-01 | 1.6823472904927400 |
| 1990-05-01 | 1.6780515300367298 |
| 1990-06-01 | 1.6687326549341202 |
| 1990-07-01 | 1.7581732886572798 |
| 1990-08-01 | 1.7690053745476300 |
| 1990-09-01 | 1.7925678936096001 |
| 1990-10-01 | 1.7521777857173900 |
| 1990-11-01 | 1.7520941670590100 |
| 1990-12-01 | 1.7506519671859300 |
| 1991-01-01 | 1.7649517423464600 |
| 1991-02-01 | 1.7664327215785200 |
| 1991-03-01 | 1.7670002709481400 |
| 1991-04-01 | 1.7805633580913200 |
| 1991-05-01 | 1.7757418524206499 |
| 1991-06-01 | 1.7671456748664298 |
| 1991-07-01 | 1.7551681990808400 |
| 1991-08-01 | 1.7671544400637702 |
| 1991-09-01 | 1.7995014111383998 |
| 1991-10-01 | 1.8507623208121700 |
| 1991-11-01 | 1.8553101713088000 |
| 1991-12-01 | 1.8544808567440000 |
| 1992-01-01 | 1.8747012791049900 |
| 1992-02-01 | 1.8664539920711898 |
| 1992-03-01 | 1.8646068265344298 |
| 1992-04-01 | 1.7770663759666100 |
| 1992-05-01 | 1.8715003447306600 |
| 1992-06-01 | 1.8649360611656103 |
| 1992-07-01 | 1.8515003972048700 |
| 1992-08-01 | 1.8646179902057600 |
| 1992-09-01 | 1.9100100891467300 |
| 1992-10-01 | 1.8549717939330101 |
| 1992-11-01 | 1.8531066066664600 |
| 1992-12-01 | 1.9576811238880900 |
| 1993-01-01 | 1.8767998759174698 |
| 1993-02-01 | 1.8592215181768700 |
| 1993-03-01 | 1.8514818175752200 |
| 1993-04-01 | 1.8716530522195500 |
| 1993-05-01 | 1.9740947316850200 |
| 1993-06-01 | 1.9660651268889300 |
| 1993-07-01 | 1.9452276170868200 |
| 1993-08-01 | 1.8647165252509201 |
| 1993-09-01 | 1.9285176138434800 |
| 1993-10-01 | 1.9604924186786001 |
| 1993-11-01 | 1.9531443749687498 |
| 1993-12-01 | 1.9568215183976900 |
| 1994-01-01 | 1.8750733257859900 |
| 1994-02-01 | 1.8459534841863200 |
| 1994-03-01 | 1.9362727763998402 |
| 1994-04-01 | 1.9707368414703301 |
| 1994-05-01 | 1.9841988659462100 |
| 1994-06-01 | 1.9662594397550900 |
| 1994-07-01 | 2.0412691188800900 |
| 1994-08-01 | 2.0643035056644700 |
| 1994-09-01 | 2.0485522678361500 |
| 1994-10-01 | 2.0684381037949100 |
| 1994-11-01 | 2.0482483741427098 |
| 1994-12-01 | 2.0495522166785403 |
| 1995-01-01 | 2.0758940452502297 |
| 1995-02-01 | 2.1389492316035100 |
| 1995-03-01 | 2.1221611024778700 |
| 1995-04-01 | 2.1747205863449000 |
| 1995-05-01 | 2.4019202930024200 |
| 1995-06-01 | 2.3617512323070295 |
| 1995-07-01 | 2.3288695087974400 |
| 1995-08-01 | 2.3644708090043300 |
| 1995-09-01 | 2.3593777292711002 |
| 1995-10-01 | 2.3760477230946400 |
| 1995-11-01 | 2.4498870215613504 |
| 1995-12-01 | 2.4420248098101300 |
| 1996-01-01 | 2.5785237697183900 |
| 1996-02-01 | 2.5280804267026300 |
| 1996-03-01 | 2.6194253660566096 |
| 1996-04-01 | 2.5851951665545200 |
| 1996-05-01 | 2.5235121285096400 |
| 1996-06-01 | 2.5594703282363302 |
| 1996-07-01 | 2.6239344934434796 |
| 1996-08-01 | 2.5653276666624200 |
| 1996-09-01 | 2.5642859822457500 |
| 1996-10-01 | 2.5814978549002100 |
| 1996-11-01 | 2.5402887468818700 |
| 1996-12-01 | 2.4195324317807900 |
| 1997-01-01 | 2.4579333254748903 |
| 1997-02-01 | 2.5214852340914304 |
| 1997-03-01 | 2.5218199634032700 |
| 1997-04-01 | 2.4074138604515998 |
| 1997-05-01 | 2.3377576725314500 |
| 1997-06-01 | 2.4679130774607003 |
| 1997-07-01 | 2.4334694615930297 |
| 1997-08-01 | 2.4640602955360200 |
| 1997-09-01 | 2.4586204171568500 |
| 1997-10-01 | 2.4797645618293997 |
| 1997-11-01 | 2.5320142547610100 |
| 1997-12-01 | 2.5974927664973597 |
| 1998-01-01 | 2.5481648171730398 |
| 1998-02-01 | 2.5186099672468600 |
| 1998-03-01 | 2.5386075794685200 |
| 1998-04-01 | 2.5333956991513102 |
| 1998-05-01 | 2.5518594419804304 |
| 1998-06-01 | 2.5722922499581604 |
| 1998-07-01 | 2.5458382620375600 |
| 1998-08-01 | 2.4567137395166300 |
| 1998-09-01 | 2.3455282319093396 |
| 1998-10-01 | 2.4613982113407205 |
| 1998-11-01 | 2.5211846634526096 |
| 1998-12-01 | 2.5749210289756603 |
| 1999-01-01 | 2.6529804555146400 |
| 1999-02-01 | 2.6273396992407303 |
| 1999-03-01 | 2.5569070190763300 |
| 1999-04-01 | 2.6490333235427000 |
| 1999-05-01 | 2.6639601369389400 |
| 1999-06-01 | 2.6914750973571000 |
| 1999-07-01 | 2.8518911704571400 |
| 1999-08-01 | 2.7497063547981604 |
| 1999-09-01 | 2.7125886734929400 |
| 1999-10-01 | 2.5265231481909900 |
| 1999-11-01 | 2.6038195799804600 |
| 1999-12-01 | 2.5650251250729905 |
| 2000-01-01 | 2.3586784444685100 |
| 2000-02-01 | 2.5377020457485900 |
| 2000-03-01 | 2.5725846422182004 |
| 2000-04-01 | 2.5428407176139600 |
| 2000-05-01 | 2.6780093211045300 |
| 2000-06-01 | 2.6177638093678800 |
| 2000-07-01 | 2.6712641137221600 |
| 2000-08-01 | 2.7484534959597404 |
| 2000-09-01 | 2.6945718946332002 |
| 2000-10-01 | 2.6788896656525900 |
| 2000-11-01 | 2.6759148225589700 |
| 2000-12-01 | 2.7619131821165300 |
| 2001-01-01 | 2.7886780896745200 |
| 2001-02-01 | 3.3673881151968397 |
| 2001-03-01 | 3.2997410574355097 |
| 2001-04-01 | 2.8382579108284505 |
| 2001-05-01 | 2.8965963565722400 |
| 2001-06-01 | 2.9588214655780600 |
| 2001-07-01 | 2.7747792981327004 |
| 2001-08-01 | 2.8550912957998995 |
| 2001-09-01 | 2.8720507316830500 |
| 2001-10-01 | 2.9261191251469505 |
| 2001-11-01 | 2.8417098580584000 |
| 2001-12-01 | 2.8605185555351205 |
| 2002-01-01 | 2.8083828988189703 |
| 2002-02-01 | 2.8728275057257200 |
| 2002-03-01 | 2.8953821274562400 |
| 2002-04-01 | 2.9268237178056498 |
| 2002-05-01 | 2.7983200945536900 |
| 2002-06-01 | 2.7834394313890694 |
| 2002-07-01 | 2.9750520311022700 |
| 2002-08-01 | 2.8616727711873100 |
| 2002-09-01 | 3.0575893255200500 |
| 2002-10-01 | 3.0893294877096302 |
| 2002-11-01 | 3.1039807750132500 |
| 2002-12-01 | 2.9558277371916900 |
| 2003-01-01 | 2.9291151652640997 |
| 2003-02-01 | 2.8878668834518600 |
| 2003-03-01 | 3.0083011836382000 |
| 2003-04-01 | 3.0211658582139800 |
| 2003-05-01 | 2.7889205602955800 |
| 2003-06-01 | 2.9089884933365000 |
| 2003-07-01 | 2.6741298711248300 |
| 2003-08-01 | 2.9729760951262496 |
| 2003-09-01 | 2.8555762390007800 |
| 2003-10-01 | 2.9913868594820100 |
| 2003-11-01 | 3.1717203925117900 |
| 2003-12-01 | 2.8581813845661403 |
| 2004-01-01 | 3.1474716526273703 |
| 2004-02-01 | 3.2176688584745100 |
| 2004-03-01 | 3.1225377318137300 |
| 2004-04-01 | 3.0189149620564697 |
| 2004-05-01 | 3.1838758293695900 |
| 2004-06-01 | 3.1204278394111900 |
| 2004-07-01 | 3.1712215975452000 |
| 2004-08-01 | 3.0675877707592500 |
| 2004-09-01 | 3.1348407691674000 |
| 2004-10-01 | 3.4762949097769300 |
| 2004-11-01 | 3.4454649058306200 |
| 2004-12-01 | 3.5508310287145900 |
| 2005-01-01 | 3.4627453176951097 |
| 2005-02-01 | 3.4426801803783103 |
| 2005-03-01 | 3.4371289389215600 |
| 2005-04-01 | 3.6323141205570900 |
| 2005-05-01 | 3.6665444990558900 |
| 2005-06-01 | 3.5253877063468300 |
| 2005-07-01 | 3.7763863911752797 |
| 2005-08-01 | 3.7515324041705203 |
| 2005-09-01 | 3.6923771370160700 |
| 2005-10-01 | 3.6986643749575903 |
| 2005-11-01 | 3.7293242963450900 |
| 2005-12-01 | 3.7465293313494800 |
| 2006-01-01 | 3.7714364266556600 |
| 2006-02-01 | 3.7783063701016597 |
| 2006-03-01 | 3.7444634313346100 |
| 2006-04-01 | 3.7384912416978104 |
| 2006-05-01 | 3.8515528164697400 |
| 2006-06-01 | 3.8035647436407407 |
| 2006-07-01 | 3.6961821624386400 |
| 2006-08-01 | 3.6381372310446400 |
| 2006-09-01 | 3.8811031564857800 |
| 2006-10-01 | 3.8266518700636100 |
| 2006-11-01 | 3.8288370656999700 |
| 2006-12-01 | 3.6498094229716300 |
| 2007-01-01 | 3.6562550835097403 |
| 2007-02-01 | 3.6869755197362704 |
| 2007-03-01 | 3.7309381497051900 |
| 2007-04-01 | 3.5379158142195695 |
| 2007-05-01 | 3.5454793784091700 |
| 2007-06-01 | 3.5650936794161700 |
| 2007-07-01 | 3.5169573430051697 |
| 2007-08-01 | 3.5359432917007300 |
| 2007-09-01 | 3.5066410969360900 |
| 2007-10-01 | 3.4586373665000600 |
| 2007-11-01 | 3.4368508315345196 |
| 2007-12-01 | 3.5611395018284000 |
| 2008-01-01 | 3.5449075066720100 |
| 2008-02-01 | 3.4844059561453700 |
| 2008-03-01 | 3.6143076961522596 |
| 2008-04-01 | 3.6400468489541000 |
| 2008-05-01 | 3.5562749448899500 |
| 2008-06-01 | 3.5356351123044300 |
| 2008-07-01 | 3.5275468522033700 |
| 2008-08-01 | 3.5339239879623503 |
| 2008-09-01 | 3.5254364631188500 |
| 2008-10-01 | 3.4586517913057797 |
| 2008-11-01 | 3.5216485331701200 |
| 2008-12-01 | 3.5708050470477404 |
| 2009-01-01 | 3.5331004918719304 |
| 2009-02-01 | 3.4840581158735600 |
| 2009-03-01 | 3.5110648078626400 |
| 2009-04-01 | 3.4432946012286205 |
| 2009-05-01 | 3.3598627746726400 |
| 2009-06-01 | 3.4201050001086000 |
| 2009-07-01 | 3.3247985866705400 |
| 2009-08-01 | 3.1424513937198800 |
| 2009-09-01 | 3.4490371292127400 |
| 2009-10-01 | 3.2607826544730800 |
| 2009-11-01 | 3.2267861047301300 |
| 2009-12-01 | 3.1814581836964600 |
| 2010-01-01 | 3.2077924370557600 |
| 2010-02-01 | 3.3705436858448600 |
| 2010-03-01 | 3.2152529767479106 |
| 2010-04-01 | 3.2499310379431496 |
| 2010-05-01 | 3.2590514761254200 |
| 2010-06-01 | 3.3146603395042207 |
| 2010-07-01 | 3.1102059697837000 |
| 2010-08-01 | 3.3411410203577500 |
| 2010-09-01 | 3.2720281418479003 |
| 2010-10-01 | 3.4501736114806003 |
| 2010-11-01 | 3.4146892473363100 |
| 2010-12-01 | 3.3899193856713800 |
| 2011-01-01 | 3.3947552648666600 |
| 2011-02-01 | 3.4620787579568497 |
| 2011-03-01 | 3.4394039691920297 |
| 2011-04-01 | 3.4651692088872700 |
| 2011-05-01 | 3.5616132999570094 |
| 2011-06-01 | 3.4146945706733000 |
| 2011-07-01 | 3.5940511889543303 |
| 2011-08-01 | 3.5365225897024900 |
| 2011-09-01 | 3.6650750582708400 |
| 2011-10-01 | 3.7452933941894195 |
| 2011-11-01 | 3.7083050403819304 |
| 2011-12-01 | 3.8054345693973500 |
| 2012-01-01 | 3.5803802334286000 |
| 2012-02-01 | 3.5417264500260000 |
| 2012-03-01 | 3.5551973906558200 |
| 2012-04-01 | 3.5794417848113196 |
| 2012-05-01 | 3.5538140101264500 |
| 2012-06-01 | 3.5128869406557404 |
| 2012-07-01 | 3.5759589615099300 |
| 2012-08-01 | 3.6374494384642900 |
| 2012-09-01 | 3.5638095960248397 |
| 2012-10-01 | 3.5756345275626500 |
| 2012-11-01 | 3.5458208533838100 |
| 2012-12-01 | 3.5166178453919900 |
| 2013-01-01 | 3.5608410631829200 |
| 2013-02-01 | 3.6220536921080600 |
| 2013-03-01 | 3.4507089042577896 |
| 2013-04-01 | 3.3725581314300200 |
| 2013-05-01 | 3.4459880811685700 |
| 2013-06-01 | 3.4110060068479600 |
| 2013-07-01 | 3.3626599535000596 |
| 2013-08-01 | 3.3375803982528196 |
| 2013-09-01 | 3.1741235350221606 |
| 2013-10-01 | 3.3174715406518196 |
| 2013-11-01 | 3.3918071914814703 |
| 2013-12-01 | 3.4294155236179398 |
| 2014-01-01 | 3.4400720231772595 |
| 2014-02-01 | 3.3924423590097406 |
| 2014-03-01 | 3.4418824259011400 |
| 2014-04-01 | 3.3639788565053100 |
| 2014-05-01 | 3.3387235020131296 |
| 2014-06-01 | 3.4013675001403100 |
| 2014-07-01 | 3.4562204532220000 |
| 2014-08-01 | 3.4326724302804000 |
| 2014-09-01 | 3.4570279391548400 |
| 2014-10-01 | 3.4461451261977296 |
| 2014-11-01 | 3.4272775010827700 |
| 2014-12-01 | 3.4474128028559500 |
| 2015-01-01 | 3.4260468087647900 |
| 2015-02-01 | 3.4747863917915000 |
| 2015-03-01 | 3.4276084522682000 |
| 2015-04-01 | 3.4585376752504504 |
| 2015-05-01 | 3.4361961605911295 |
| 2015-06-01 | 3.3925844584153904 |
| 2015-07-01 | 3.3527503660848303 |
| 2015-08-01 | 3.3283538766013394 |
| 2015-09-01 | 3.3596454768521404 |
| 2015-10-01 | 3.2649395264031600 |
| 2015-11-01 | 3.2577279396749300 |
| 2015-12-01 | 3.4699055559506298 |
| 2016-01-01 | 3.2207065144955100 |
| 2016-02-01 | 3.3618458839592700 |
| 2016-03-01 | 3.3077688741612200 |
| 2016-04-01 | 3.3510299706453800 |
| 2016-05-01 | 3.3297546834670900 |
| 2016-06-01 | 3.2841106766794400 |
| 2016-07-01 | 3.2535999109947100 |
| 2016-08-01 | 3.2244985569965100 |
| 2016-09-01 | 3.1695560809102800 |
| 2016-10-01 | 3.1688145507901297 |
| 2016-11-01 | 3.0766622079552000 |
| 2016-12-01 | 3.1817764099609502 |
| 2017-01-01 | 3.2228783125140397 |
| 2017-02-01 | 3.1540488771181500 |
| 2017-03-01 | 3.3940756846622504 |
| 2017-04-01 | 3.2490576127830297 |
| 2017-05-01 | 3.2301218238574503 |
| 2017-06-01 | 3.2814363742660500 |
| 2017-07-01 | 3.2461277470398100 |
| 2017-08-01 | 3.3088038273687000 |
| 2017-09-01 | 3.4689055138119196 |
| 2017-10-01 | 3.3602856183999700 |
| 2017-11-01 | 3.3833424796473097 |
| 2017-12-01 | 3.2972808421867104 |
| 2018-01-01 | 3.3305217269847800 |
| 2018-02-01 | 3.3653540259821200 |
| 2018-03-01 | 3.2741980767026000 |
| 2018-04-01 | 3.2498448339554797 |
| 2018-05-01 | 3.3364524425654603 |
| 2018-06-01 | 3.2783756813052300 |
| 2018-07-01 | 3.3388015406119200 |
| 2018-08-01 | 3.2936855231022300 |
| 2018-09-01 | 3.3855225128825600 |
| 2018-10-01 | 3.3493688722643700 |
| 2018-11-01 | 3.4837202886711602 |
| 2018-12-01 | 3.3004023257139000 |
| 2019-01-01 | 3.1426593893581500 |
| 2019-02-01 | 3.2748949809660600 |
| 2019-03-01 | 3.3579432686791200 |
| 2019-04-01 | 3.3596243314434804 |
| 2019-05-01 | 3.3415298323314704 |
| 2019-06-01 | 3.3803607682631402 |
| 2019-07-01 | 3.3262811768693705 |
| 2019-08-01 | 3.3810755576491000 |
| 2019-09-01 | 3.2980457480314396 |
| 2019-10-01 | 3.3360286481144303 |
| 2019-11-01 | 3.2808434605947103 |
| 2019-12-01 | 3.3928222234509800 |
| 2020-01-01 | 3.4733157589499800 |
| 2020-02-01 | 3.5019536787867898 |
| 2020-03-01 | 3.4448517203556097 |
| 2020-04-01 | 3.2603128820685100 |
| 2020-05-01 | 3.3451713042205093 |
| 2020-06-01 | 3.3785628898259700 |
| 2020-07-01 | 3.4162177856016900 |
| 2020-08-01 | 3.3756944910238302 |
| 2020-09-01 | 3.3038785045842403 |
| 2020-10-01 | 3.9118603655654596 |
| 2020-11-01 | 3.3791159235617200 |
| 2020-12-01 | 3.3712742321785100 |
| 2021-01-01 | 3.3988045148526003 |
| 2021-02-01 | 3.4156234729748500 |
| 2021-03-01 | 3.3387756478482697 |
| 2021-04-01 | 3.5674300956455602 |
| 2021-05-01 | 3.5486963367058197 |
| 2021-06-01 | 3.5749651800523600 |
| 2021-07-01 | 3.6050461910171300 |
| 2021-08-01 | 3.6647038803873397 |
| 2021-09-01 | 3.7922026552865800 |
| 2021-10-01 | 3.7120136244883297 |
| 2021-11-01 | 3.6735767310035000 |
| 2021-12-01 | 3.6485641840293197 |
| 2022-01-01 | 3.6274773852237896 |
| 2022-02-01 | 3.6400954183505200 |
| 2022-03-01 | 3.7485749713565600 |
| 2022-04-01 | 3.6663585361961300 |
| 2022-05-01 | 3.7515964602247203 |
| 2022-06-01 | 3.6682375162460397 |
| 2022-07-01 | 3.7060421721311000 |
| 2022-08-01 | 3.6675631316509300 |
| 2022-09-01 | 3.6902712001131897 |
| 2022-10-01 | 3.7094312013958994 |
| 2022-11-01 | 4.1654629180342800 |
| 2022-12-01 | 3.7258450492312902 |
| 2023-01-01 | 3.6434721947744900 |
| 2023-02-01 | 3.6485975415623795 |
| 2023-03-01 | 3.6564303034447203 |
| 2023-04-01 | 3.6680561529927798 |
| 2023-05-01 | 3.6449804322080497 |
| 2023-06-01 | 3.7645647558226400 |
| 2023-07-01 | 3.7105229774427700 |
| 2023-08-01 | 3.6740867104564400 |
| 2023-09-01 | 3.6814863192268104 |
| 2023-10-01 | 3.7119549831962995 |
| 2023-11-01 | 3.6651764124759100 |
| 2023-12-01 | 3.7069210553526197 |
| 2024-01-01 | 3.6511278818527697 |
| 2024-02-01 | 3.6541229144252000 |
| 2024-03-01 | 3.5644543155169504 |
| 2024-04-01 | 3.6681309165400298 |
| 2024-05-01 | 3.6432242856404900 |
| 2024-06-01 | 3.6602331611863500 |
| 2024-07-01 | 3.6177561630311095 |
| 2024-08-01 | 3.6778001656443595 |
| 2024-09-01 | 3.6767180029321500 |
| 2024-10-01 | 3.6168477036227995 |
| 2024-11-01 | 3.6651707782330494 |
| 2024-12-01 | 3.6954178823876000 |
