Table Data - All Employees: Professional and Business Services in Grand Forks, ND-MN (MSA)
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| 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 2024-05-01 |
| Last Updated | 2024-06-26 6:16 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. 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 | 1.6586925311185800 |
| 1990-02-01 | 1.6636922403141499 |
| 1990-03-01 | 1.6686158942032400 |
| 1990-04-01 | 1.6891746480907700 |
| 1990-05-01 | 1.6721768910019899 |
| 1990-06-01 | 1.6685780732934299 |
| 1990-07-01 | 1.7566582346155400 |
| 1990-08-01 | 1.7682741734373502 |
| 1990-09-01 | 1.7875119830704800 |
| 1990-10-01 | 1.7511938170373202 |
| 1990-11-01 | 1.7519254010667100 |
| 1990-12-01 | 1.7518601780171499 |
| 1991-01-01 | 1.7664437003378999 |
| 1991-02-01 | 1.7685981650416898 |
| 1991-03-01 | 1.7723073398770601 |
| 1991-04-01 | 1.7879631623421999 |
| 1991-05-01 | 1.7686654112076003 |
| 1991-06-01 | 1.7666001115024100 |
| 1991-07-01 | 1.7530768134328100 |
| 1991-08-01 | 1.7657914992493600 |
| 1991-09-01 | 1.7939437134212801 |
| 1991-10-01 | 1.8488223364371599 |
| 1991-11-01 | 1.8544660935525900 |
| 1991-12-01 | 1.8555880885034400 |
| 1992-01-01 | 1.8767400109754000 |
| 1992-02-01 | 1.8705622032719300 |
| 1992-03-01 | 1.8742510373007601 |
| 1992-04-01 | 1.7887319999506899 |
| 1992-05-01 | 1.8630223863646800 |
| 1992-06-01 | 1.8593580570621300 |
| 1992-07-01 | 1.8465132175490300 |
| 1992-08-01 | 1.8616875811477398 |
| 1992-09-01 | 1.9035688121186498 |
| 1992-10-01 | 1.8526498545908303 |
| 1992-11-01 | 1.8524030689791497 |
| 1992-12-01 | 1.9595224842342600 |
| 1993-01-01 | 1.8793622126501900 |
| 1993-02-01 | 1.8656618074318300 |
| 1993-03-01 | 1.8646329979441100 |
| 1993-04-01 | 1.8886811699941400 |
| 1993-05-01 | 1.9651838367579100 |
| 1993-06-01 | 1.9545334494474098 |
| 1993-07-01 | 1.9364385769810701 |
| 1993-08-01 | 1.8595808076021200 |
| 1993-09-01 | 1.9210322611717001 |
| 1993-10-01 | 1.9575449833991700 |
| 1993-11-01 | 1.9525581716258200 |
| 1993-12-01 | 1.9607020328073999 |
| 1994-01-01 | 1.8782351590130901 |
| 1994-02-01 | 1.8543947888832302 |
| 1994-03-01 | 1.9546446368929300 |
| 1994-04-01 | 1.9926868694624600 |
| 1994-05-01 | 1.9727803010505602 |
| 1994-06-01 | 1.9498473801252100 |
| 1994-07-01 | 2.0289828111468400 |
| 1994-08-01 | 2.0567616231774500 |
| 1994-09-01 | 2.0407319686914900 |
| 1994-10-01 | 2.0655364838479398 |
| 1994-11-01 | 2.0485643946243797 |
| 1994-12-01 | 2.0561722657704200 |
| 1995-01-01 | 2.0799172757144700 |
| 1995-02-01 | 2.1497191126567303 |
| 1995-03-01 | 2.1427291341003800 |
| 1995-04-01 | 2.1975294758981100 |
| 1995-05-01 | 2.3879046468404503 |
| 1995-06-01 | 2.3417540951532096 |
| 1995-07-01 | 2.3140711642715400 |
| 1995-08-01 | 2.3546155284942300 |
| 1995-09-01 | 2.3513000343638100 |
| 1995-10-01 | 2.3728743933848100 |
| 1995-11-01 | 2.4505222711531900 |
| 1995-12-01 | 2.4514226764888800 |
| 1996-01-01 | 2.5841798663721200 |
| 1996-02-01 | 2.5396305062318400 |
| 1996-03-01 | 2.6437674301999400 |
| 1996-04-01 | 2.6091133036329000 |
| 1996-05-01 | 2.5090929795559798 |
| 1996-06-01 | 2.5385014080987798 |
| 1996-07-01 | 2.6074734922611400 |
| 1996-08-01 | 2.5552105495641500 |
| 1996-09-01 | 2.5581497178961200 |
| 1996-10-01 | 2.5803825776778195 |
| 1996-11-01 | 2.5418786510817400 |
| 1996-12-01 | 2.4286296619435497 |
| 1997-01-01 | 2.4634870112222500 |
| 1997-02-01 | 2.5298969072710600 |
| 1997-03-01 | 2.5392888367595900 |
| 1997-04-01 | 2.4221093942329400 |
| 1997-05-01 | 2.3269104920376296 |
| 1997-06-01 | 2.4535136827718700 |
| 1997-07-01 | 2.4213002883184900 |
| 1997-08-01 | 2.4565319036144997 |
| 1997-09-01 | 2.4544861326815100 |
| 1997-10-01 | 2.4804000613117300 |
| 1997-11-01 | 2.5334521306748600 |
| 1997-12-01 | 2.6059960058533100 |
| 1998-01-01 | 2.5541177432602797 |
| 1998-02-01 | 2.5229370524591097 |
| 1998-03-01 | 2.5512091830691400 |
| 1998-04-01 | 2.5409245972150100 |
| 1998-05-01 | 2.5404067190839500 |
| 1998-06-01 | 2.5641359542135698 |
| 1998-07-01 | 2.5369002145153900 |
| 1998-08-01 | 2.4525848713476900 |
| 1998-09-01 | 2.3434559032640100 |
| 1998-10-01 | 2.4639141358027596 |
| 1998-11-01 | 2.5226711991991600 |
| 1998-12-01 | 2.5807915674011697 |
| 1999-01-01 | 2.6588585426823500 |
| 1999-02-01 | 2.6285439302517000 |
| 1999-03-01 | 2.5633036551379300 |
| 1999-04-01 | 2.6487168191174200 |
| 1999-05-01 | 2.6552752052849997 |
| 1999-06-01 | 2.6898820712031504 |
| 1999-07-01 | 2.8458561631011200 |
| 1999-08-01 | 2.7481894259342097 |
| 1999-09-01 | 2.7115832250908100 |
| 1999-10-01 | 2.5293344426639100 |
| 1999-11-01 | 2.6047202605704700 |
| 1999-12-01 | 2.5680374519804303 |
| 2000-01-01 | 2.3634823618345697 |
| 2000-02-01 | 2.5369805756246800 |
| 2000-03-01 | 2.5759566776686200 |
| 2000-04-01 | 2.5402474922898900 |
| 2000-05-01 | 2.6727009765088700 |
| 2000-06-01 | 2.6172723570918100 |
| 2000-07-01 | 2.6664313593315700 |
| 2000-08-01 | 2.7486600868741400 |
| 2000-09-01 | 2.6945538377260400 |
| 2000-10-01 | 2.6823304917151700 |
| 2000-11-01 | 2.6778747254276603 |
| 2000-12-01 | 2.7632139311055800 |
| 2001-01-01 | 2.7930882737479300 |
| 2001-02-01 | 3.3663101882277900 |
| 2001-03-01 | 3.3014081949114900 |
| 2001-04-01 | 2.8313261918417205 |
| 2001-05-01 | 2.8947293595383705 |
| 2001-06-01 | 2.9594360593576900 |
| 2001-07-01 | 2.7712162196760600 |
| 2001-08-01 | 2.8563605429651497 |
| 2001-09-01 | 2.8727279065814000 |
| 2001-10-01 | 2.9282770858140896 |
| 2001-11-01 | 2.8443872239514305 |
| 2001-12-01 | 2.8618011914375300 |
| 2002-01-01 | 2.8114456139182202 |
| 2002-02-01 | 2.8722171302599900 |
| 2002-03-01 | 2.8963253084155296 |
| 2002-04-01 | 2.9164984322674705 |
| 2002-05-01 | 2.7974902032972206 |
| 2002-06-01 | 2.7854177057851897 |
| 2002-07-01 | 2.9730632841410800 |
| 2002-08-01 | 2.8635958342144800 |
| 2002-09-01 | 3.0590220329987500 |
| 2002-10-01 | 3.0899982687492500 |
| 2002-11-01 | 3.1075262548968000 |
| 2002-12-01 | 2.9569951357620800 |
| 2003-01-01 | 2.9306411146399300 |
| 2003-02-01 | 2.8878442641682898 |
| 2003-03-01 | 3.0086620761039304 |
| 2003-04-01 | 3.0081316594455800 |
| 2003-05-01 | 2.7889453765814305 |
| 2003-06-01 | 2.9122282126219100 |
| 2003-07-01 | 2.6741216407619500 |
| 2003-08-01 | 2.9759128245444500 |
| 2003-09-01 | 2.8575433906222100 |
| 2003-10-01 | 2.9904235579786800 |
| 2003-11-01 | 3.1746970499900200 |
| 2003-12-01 | 2.8587565451664902 |
| 2004-01-01 | 3.1479046877921000 |
| 2004-02-01 | 3.2176432458863300 |
| 2004-03-01 | 3.1232956883845095 |
| 2004-04-01 | 3.0062939505420500 |
| 2004-05-01 | 3.1842929925036400 |
| 2004-06-01 | 3.1240833441496000 |
| 2004-07-01 | 3.1721876474813397 |
| 2004-08-01 | 3.0708953143415694 |
| 2004-09-01 | 3.1369624303424306 |
| 2004-10-01 | 3.4747621494888903 |
| 2004-11-01 | 3.4479891119946300 |
| 2004-12-01 | 3.5506768385543800 |
| 2005-01-01 | 3.4623281930861700 |
| 2005-02-01 | 3.4426617603841400 |
| 2005-03-01 | 3.4384672982143200 |
| 2005-04-01 | 3.6186122819677995 |
| 2005-05-01 | 3.6674947795915200 |
| 2005-06-01 | 3.5289775472656100 |
| 2005-07-01 | 3.7782446586158103 |
| 2005-08-01 | 3.7557853285091003 |
| 2005-09-01 | 3.6947356242345397 |
| 2005-10-01 | 3.6967624766737400 |
| 2005-11-01 | 3.7303689391499500 |
| 2005-12-01 | 3.7457990904722593 |
| 2006-01-01 | 3.7706304113812594 |
| 2006-02-01 | 3.7778956765923800 |
| 2006-03-01 | 3.7461029425012600 |
| 2006-04-01 | 3.7292425181827600 |
| 2006-05-01 | 3.8521821256873197 |
| 2006-06-01 | 3.8061875824598803 |
| 2006-07-01 | 3.6975474475879504 |
| 2006-08-01 | 3.6414988661163700 |
| 2006-09-01 | 3.8828929617421095 |
| 2006-10-01 | 3.8252639198732696 |
| 2006-11-01 | 3.8288626481466300 |
| 2006-12-01 | 3.6489901236083800 |
| 2007-01-01 | 3.6554296897141200 |
| 2007-02-01 | 3.6863268354854500 |
| 2007-03-01 | 3.7322317113268397 |
| 2007-04-01 | 3.5337169077620000 |
| 2007-05-01 | 3.5455693494503300 |
| 2007-06-01 | 3.5664237516003503 |
| 2007-07-01 | 3.5175137923499800 |
| 2007-08-01 | 3.5385546700407200 |
| 2007-09-01 | 3.5075094540572103 |
| 2007-10-01 | 3.4580333403333996 |
| 2007-11-01 | 3.4361251636886400 |
| 2007-12-01 | 3.5604596365612900 |
| 2008-01-01 | 3.5442418310609503 |
| 2008-02-01 | 3.4836740265856405 |
| 2008-03-01 | 3.6153096916856300 |
| 2008-04-01 | 3.6395283035067405 |
| 2008-05-01 | 3.5559100855222403 |
| 2008-06-01 | 3.5359343511315000 |
| 2008-07-01 | 3.5275448182624305 |
| 2008-08-01 | 3.5353502688570100 |
| 2008-09-01 | 3.5255117602110900 |
| 2008-10-01 | 3.4586105415694797 |
| 2008-11-01 | 3.5213068640094400 |
| 2008-12-01 | 3.5704029938066300 |
| 2009-01-01 | 3.5327097093890800 |
| 2009-02-01 | 3.4836137668242800 |
| 2009-03-01 | 3.5118619888890694 |
| 2009-04-01 | 3.4431277190308602 |
| 2009-05-01 | 3.3597537433394700 |
| 2009-06-01 | 3.4199896686621702 |
| 2009-07-01 | 3.3247619916115100 |
| 2009-08-01 | 3.1430953155039400 |
| 2009-09-01 | 3.4490466056709903 |
| 2009-10-01 | 3.2608460889692300 |
| 2009-11-01 | 3.2266068693607300 |
| 2009-12-01 | 3.1812747821234500 |
| 2010-01-01 | 3.2076379388364202 |
| 2010-02-01 | 3.3702675764719600 |
| 2010-03-01 | 3.2156754396216200 |
| 2010-04-01 | 3.2498954054488000 |
| 2010-05-01 | 3.2590224269786400 |
| 2010-06-01 | 3.3145549297069197 |
| 2010-07-01 | 3.1101811171783900 |
| 2010-08-01 | 3.3412779095476197 |
| 2010-09-01 | 3.2720864961337700 |
| 2010-10-01 | 3.4503533207643700 |
| 2010-11-01 | 3.4146346422864000 |
| 2010-12-01 | 3.3898652865902800 |
| 2011-01-01 | 3.3947344499141900 |
| 2011-02-01 | 3.4618585626413000 |
| 2011-03-01 | 3.4394307256592898 |
| 2011-04-01 | 3.4651971840861600 |
| 2011-05-01 | 3.5616285536550802 |
| 2011-06-01 | 3.4146124954946600 |
| 2011-07-01 | 3.5940393104264400 |
| 2011-08-01 | 3.5366183311807595 |
| 2011-09-01 | 3.6651072624247000 |
| 2011-10-01 | 3.7455006381162406 |
| 2011-11-01 | 3.7082702539396100 |
| 2011-12-01 | 3.8054019451887595 |
| 2012-01-01 | 3.5803765478612200 |
| 2012-02-01 | 3.5414862701741803 |
| 2012-03-01 | 3.5552251611424400 |
| 2012-04-01 | 3.5794759340404100 |
| 2012-05-01 | 3.5538425872457795 |
| 2012-06-01 | 3.5128230038850097 |
| 2012-07-01 | 3.5759686952761000 |
| 2012-08-01 | 3.6374981434160296 |
| 2012-09-01 | 3.5638029321541698 |
| 2012-10-01 | 3.5757704446569596 |
| 2012-11-01 | 3.5458009949362896 |
| 2012-12-01 | 3.5165806906252794 |
| 2013-01-01 | 3.5608429815525600 |
| 2013-02-01 | 3.6218902909006300 |
| 2013-03-01 | 3.4507698787848504 |
| 2013-04-01 | 3.3726138273603397 |
| 2013-05-01 | 3.4460309447401696 |
| 2013-06-01 | 3.4109816193596200 |
| 2013-07-01 | 3.3626814042504000 |
| 2013-08-01 | 3.3375659811399400 |
| 2013-09-01 | 3.1740644599160000 |
| 2013-10-01 | 3.3174961918407200 |
| 2013-11-01 | 3.3917352674119403 |
| 2013-12-01 | 3.4292802774916398 |
| 2014-01-01 | 3.4399527654284103 |
| 2014-02-01 | 3.3928853282436204 |
| 2014-03-01 | 3.4419607618312202 |
| 2014-04-01 | 3.3639688734973800 |
| 2014-05-01 | 3.3387232324727100 |
| 2014-06-01 | 3.4013419081651004 |
| 2014-07-01 | 3.4562165260254596 |
| 2014-08-01 | 3.4326278258425500 |
| 2014-09-01 | 3.4568989935963397 |
| 2014-10-01 | 3.4460418192127800 |
| 2014-11-01 | 3.4271360967252300 |
| 2014-12-01 | 3.4471753017030000 |
| 2015-01-01 | 3.4258203509818000 |
| 2015-02-01 | 3.4758889318751800 |
| 2015-03-01 | 3.4277256188122602 |
| 2015-04-01 | 3.4584720019266600 |
| 2015-05-01 | 3.4361547124727405 |
| 2015-06-01 | 3.3925498589399600 |
| 2015-07-01 | 3.3527102775123800 |
| 2015-08-01 | 3.3282654040901500 |
| 2015-09-01 | 3.3594405863120698 |
| 2015-10-01 | 3.2647593125570600 |
| 2015-11-01 | 3.2574348839674800 |
| 2015-12-01 | 3.4696093491712303 |
| 2016-01-01 | 3.2203121681573700 |
| 2016-02-01 | 3.3635889435114700 |
| 2016-03-01 | 3.3079771114407794 |
| 2016-04-01 | 3.3509637622165096 |
| 2016-05-01 | 3.3297126543730400 |
| 2016-06-01 | 3.2840667247614403 |
| 2016-07-01 | 3.2535299682349197 |
| 2016-08-01 | 3.2243529043738900 |
| 2016-09-01 | 3.1692495195826600 |
| 2016-10-01 | 3.1685131567496900 |
| 2016-11-01 | 3.0760957934536200 |
| 2016-12-01 | 3.1814074733186604 |
| 2017-01-01 | 3.2223024024402500 |
| 2017-02-01 | 3.1565554040901200 |
| 2017-03-01 | 3.3943634215407500 |
| 2017-04-01 | 3.2490791161253303 |
| 2017-05-01 | 3.2301439552076500 |
| 2017-06-01 | 3.2814077628700398 |
| 2017-07-01 | 3.2459972116066100 |
| 2017-08-01 | 3.3085847103618105 |
| 2017-09-01 | 3.4683881705111004 |
| 2017-10-01 | 3.3595800226485197 |
| 2017-11-01 | 3.3823261478418900 |
| 2017-12-01 | 3.2967508880968400 |
| 2018-01-01 | 3.3296675153778100 |
| 2018-02-01 | 3.3687768185122997 |
| 2018-03-01 | 3.2753994342486297 |
| 2018-04-01 | 3.2501931722053796 |
| 2018-05-01 | 3.3363561791451000 |
| 2018-06-01 | 3.2782095158321200 |
| 2018-07-01 | 3.3384915185920296 |
| 2018-08-01 | 3.2933468264986700 |
| 2018-09-01 | 3.3846788382692300 |
| 2018-10-01 | 3.3482188037007700 |
| 2018-11-01 | 3.4823001906920696 |
| 2018-12-01 | 3.2995878047854500 |
| 2019-01-01 | 3.1415293828818900 |
| 2019-02-01 | 3.2779994520966400 |
| 2019-03-01 | 3.3627607386477703 |
| 2019-04-01 | 3.3598984254895300 |
| 2019-05-01 | 3.3409448816389300 |
| 2019-06-01 | 3.3797639393632200 |
| 2019-07-01 | 3.3255664831803700 |
| 2019-08-01 | 3.3803564112713795 |
| 2019-09-01 | 3.2967276685779305 |
| 2019-10-01 | 3.3343484545966398 |
| 2019-11-01 | 3.2793247893069304 |
| 2019-12-01 | 3.3919074106265900 |
| 2020-01-01 | 3.4721363644888700 |
| 2020-02-01 | 3.5046903730769700 |
| 2020-03-01 | 3.4540273089711200 |
| 2020-04-01 | 3.2610007020646000 |
| 2020-05-01 | 3.3445315951121700 |
| 2020-06-01 | 3.3755417804814907 |
| 2020-07-01 | 3.4152624611362796 |
| 2020-08-01 | 3.3745736203835803 |
| 2020-09-01 | 3.3019147728822404 |
| 2020-10-01 | 3.9092640012999000 |
| 2020-11-01 | 3.3774602167315297 |
| 2020-12-01 | 3.3703838494116200 |
| 2021-01-01 | 3.3980482498807500 |
| 2021-02-01 | 3.4178771708049602 |
| 2021-03-01 | 3.3536423415207897 |
| 2021-04-01 | 3.5676396642963795 |
| 2021-05-01 | 3.5470666426243196 |
| 2021-06-01 | 3.5698142502732900 |
| 2021-07-01 | 3.6012277289706898 |
| 2021-08-01 | 3.6650182437709700 |
| 2021-09-01 | 3.7902758059790296 |
| 2021-10-01 | 3.7054072610893900 |
| 2021-11-01 | 3.6707102539186800 |
| 2021-12-01 | 3.6504718690890097 |
| 2022-01-01 | 3.6286893374762900 |
| 2022-02-01 | 3.6428748124260400 |
| 2022-03-01 | 3.7695942477406600 |
| 2022-04-01 | 3.6671882035885500 |
| 2022-05-01 | 3.7503313827055700 |
| 2022-06-01 | 3.6604965395632005 |
| 2022-07-01 | 3.6977697882444900 |
| 2022-08-01 | 3.6688389762961500 |
| 2022-09-01 | 3.6889171587080800 |
| 2022-10-01 | 3.6971285362599597 |
| 2022-11-01 | 4.1621712467995000 |
| 2022-12-01 | 3.7320077996622505 |
| 2023-01-01 | 3.6468982929286597 |
| 2023-02-01 | 3.6515507361657900 |
| 2023-03-01 | 3.6813627823277900 |
| 2023-04-01 | 3.6685757007130900 |
| 2023-05-01 | 3.6438331030812700 |
| 2023-06-01 | 3.7561194161919600 |
| 2023-07-01 | 3.6969192179426003 |
| 2023-08-01 | 3.6761510611938304 |
| 2023-09-01 | 3.6808637685889600 |
| 2023-10-01 | 3.6925155253280000 |
| 2023-11-01 | 3.6623576671412700 |
| 2023-12-01 | 3.7191182452511300 |
| 2024-01-01 | 3.6569927361405000 |
| 2024-02-01 | 3.6576408906399602 |
| 2024-03-01 | 3.5887255909937100 |
| 2024-04-01 | 3.6692899683414604 |
| 2024-05-01 | 3.6434217007370200 |
