Table Data - All Employees: Professional and Business Services in Elkhart-Goshen, IN (MSA)
| Title | All Employees: Professional and Business Services in Elkhart-Goshen, IN (MSA) |
|---|---|
| Series ID | ELKH118PBSV |
| 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 5:59 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 | 3.5686726374002600 |
| 1990-02-01 | 3.6408915898271000 |
| 1990-03-01 | 3.7644906219382595 |
| 1990-04-01 | 3.8046972395942200 |
| 1990-05-01 | 4.0040197254832295 |
| 1990-06-01 | 3.9459038792134797 |
| 1990-07-01 | 3.7584831594091400 |
| 1990-08-01 | 4.1738330663878800 |
| 1990-09-01 | 4.2232802321521200 |
| 1990-10-01 | 4.2574283462352005 |
| 1990-11-01 | 4.1595135592125900 |
| 1990-12-01 | 4.1758783730637700 |
| 1991-01-01 | 4.1884842483329100 |
| 1991-02-01 | 4.2531580555738000 |
| 1991-03-01 | 4.0662326513322510 |
| 1991-04-01 | 4.2944939002781600 |
| 1991-05-01 | 4.3999830964682600 |
| 1991-06-01 | 4.5338491809787100 |
| 1991-07-01 | 4.5580959212952195 |
| 1991-08-01 | 4.3776887654704600 |
| 1991-09-01 | 4.3246296181091700 |
| 1991-10-01 | 4.3666709477333500 |
| 1991-11-01 | 4.3610431045890600 |
| 1991-12-01 | 4.3827087886928000 |
| 1992-01-01 | 4.1681525331864300 |
| 1992-02-01 | 4.2348749522371200 |
| 1992-03-01 | 4.2721518481799710 |
| 1992-04-01 | 4.3796272044531600 |
| 1992-05-01 | 4.1176882040923600 |
| 1992-06-01 | 4.1315854954090000 |
| 1992-07-01 | 4.1735795095101600 |
| 1992-08-01 | 4.1979503584076100 |
| 1992-09-01 | 4.2326373969993405 |
| 1992-10-01 | 4.2803497235208500 |
| 1992-11-01 | 4.3551049094737000 |
| 1992-12-01 | 4.3879341457079310 |
| 1993-01-01 | 4.4518847197095095 |
| 1993-02-01 | 4.4255067996103210 |
| 1993-03-01 | 4.3810166619366400 |
| 1993-04-01 | 4.4540882013496700 |
| 1993-05-01 | 4.5214830260722500 |
| 1993-06-01 | 4.5239495155085900 |
| 1993-07-01 | 4.5943393789280590 |
| 1993-08-01 | 4.6006267626967690 |
| 1993-09-01 | 4.6295387509732600 |
| 1993-10-01 | 4.5831007964918395 |
| 1993-11-01 | 4.6551237788927300 |
| 1993-12-01 | 4.6944493254948700 |
| 1994-01-01 | 4.8385504153784105 |
| 1994-02-01 | 5.0315003689059905 |
| 1994-03-01 | 5.1933074751627500 |
| 1994-04-01 | 5.1253555567504300 |
| 1994-05-01 | 5.0179048517133500 |
| 1994-06-01 | 5.1220595993437800 |
| 1994-07-01 | 5.0112328094533090 |
| 1994-08-01 | 4.9051485265816600 |
| 1994-09-01 | 5.0226203704945990 |
| 1994-10-01 | 4.9762310631584900 |
| 1994-11-01 | 5.0575587550548200 |
| 1994-12-01 | 4.9982198288163600 |
| 1995-01-01 | 5.6477572376217100 |
| 1995-02-01 | 5.5383089623894410 |
| 1995-03-01 | 5.7059763281345900 |
| 1995-04-01 | 5.3062496167908200 |
| 1995-05-01 | 5.3206638740712010 |
| 1995-06-01 | 5.3325343728767690 |
| 1995-07-01 | 5.1198789967812310 |
| 1995-08-01 | 5.3038453267117000 |
| 1995-09-01 | 5.3145673890761400 |
| 1995-10-01 | 5.3597312807765500 |
| 1995-11-01 | 5.3597712403585310 |
| 1995-12-01 | 5.2886000188009500 |
| 1996-01-01 | 5.5449156844498100 |
| 1996-02-01 | 5.4345850086378400 |
| 1996-03-01 | 5.5197867965084310 |
| 1996-04-01 | 5.7996171169721700 |
| 1996-05-01 | 5.8261667426137900 |
| 1996-06-01 | 5.7405209083261400 |
| 1996-07-01 | 5.7071778652748100 |
| 1996-08-01 | 5.8956233322726700 |
| 1996-09-01 | 5.8047275668596700 |
| 1996-10-01 | 5.8445253507586400 |
| 1996-11-01 | 5.6600543196907590 |
| 1996-12-01 | 5.7828837327967690 |
| 1997-01-01 | 5.6437875509929200 |
| 1997-02-01 | 5.7384392997924700 |
| 1997-03-01 | 5.8402020260135800 |
| 1997-04-01 | 5.8101103890458200 |
| 1997-05-01 | 5.8523242349292600 |
| 1997-06-01 | 5.7514990533936500 |
| 1997-07-01 | 5.8768700013582995 |
| 1997-08-01 | 5.7863932172676690 |
| 1997-09-01 | 5.8986734500335800 |
| 1997-10-01 | 5.9457600536090190 |
| 1997-11-01 | 6.1669367404247500 |
| 1997-12-01 | 6.1795243181378090 |
| 1998-01-01 | 5.7396191212883405 |
| 1998-02-01 | 5.7240630977002100 |
| 1998-03-01 | 5.6502881303000800 |
| 1998-04-01 | 5.5303631801810990 |
| 1998-05-01 | 5.4844167621270300 |
| 1998-06-01 | 5.5697099848593500 |
| 1998-07-01 | 5.5482544098155310 |
| 1998-08-01 | 5.4806364543595810 |
| 1998-09-01 | 5.4959742182695495 |
| 1998-10-01 | 5.5606697425688205 |
| 1998-11-01 | 5.6540535502379500 |
| 1998-12-01 | 5.7766193396263710 |
| 1999-01-01 | 5.8341123110170500 |
| 1999-02-01 | 5.9005410197870996 |
| 1999-03-01 | 5.9564470996600400 |
| 1999-04-01 | 6.1505173220173710 |
| 1999-05-01 | 6.1223964134319200 |
| 1999-06-01 | 6.1743555761704890 |
| 1999-07-01 | 6.2189268656107100 |
| 1999-08-01 | 6.2516424379000500 |
| 1999-09-01 | 6.2683673032047310 |
| 1999-10-01 | 6.2718615211573700 |
| 1999-11-01 | 6.3452841147099700 |
| 1999-12-01 | 6.3854359107683700 |
| 2000-01-01 | 6.5490047964564700 |
| 2000-02-01 | 6.5906592449180900 |
| 2000-03-01 | 6.5492612753692990 |
| 2000-04-01 | 6.6803243871705900 |
| 2000-05-01 | 6.8550446184885590 |
| 2000-06-01 | 7.0766002294763400 |
| 2000-07-01 | 7.3053566230330800 |
| 2000-08-01 | 7.3150385118996600 |
| 2000-09-01 | 7.3305832487399990 |
| 2000-10-01 | 6.9772624030829300 |
| 2000-11-01 | 7.0181938859668400 |
| 2000-12-01 | 7.1918354768633700 |
| 2001-01-01 | 7.4800298820401300 |
| 2001-02-01 | 7.4984089835658800 |
| 2001-03-01 | 7.5537193091924590 |
| 2001-04-01 | 7.7186168368646300 |
| 2001-05-01 | 7.4682860702269700 |
| 2001-06-01 | 7.3768529648316800 |
| 2001-07-01 | 7.3121904526124100 |
| 2001-08-01 | 7.4856011217879805 |
| 2001-09-01 | 7.5042562823920890 |
| 2001-10-01 | 7.5829183359488410 |
| 2001-11-01 | 7.6003611870885095 |
| 2001-12-01 | 7.5822551408383205 |
| 2002-01-01 | 7.5215278242912490 |
| 2002-02-01 | 7.8122793030792400 |
| 2002-03-01 | 7.7492972502421300 |
| 2002-04-01 | 7.3304597242598000 |
| 2002-05-01 | 7.3520247064720000 |
| 2002-06-01 | 7.3863875333610590 |
| 2002-07-01 | 7.4253972244773605 |
| 2002-08-01 | 7.3714617509978600 |
| 2002-09-01 | 7.4918756662985300 |
| 2002-10-01 | 7.5864601210401200 |
| 2002-11-01 | 7.5803498445348210 |
| 2002-12-01 | 7.9421917823798890 |
| 2003-01-01 | 7.5794624788060000 |
| 2003-02-01 | 7.5252808919773700 |
| 2003-03-01 | 7.6649418383944110 |
| 2003-04-01 | 7.4420517048976400 |
| 2003-05-01 | 7.5260621851681900 |
| 2003-06-01 | 7.5802327103767800 |
| 2003-07-01 | 7.4282464528547800 |
| 2003-08-01 | 7.4503392598169690 |
| 2003-09-01 | 7.4856688303988900 |
| 2003-10-01 | 7.5975059956775794 |
| 2003-11-01 | 7.7732680260671200 |
| 2003-12-01 | 7.7961849961035990 |
| 2004-01-01 | 7.8496439426383400 |
| 2004-02-01 | 7.9590545310188200 |
| 2004-03-01 | 8.0989788847219700 |
| 2004-04-01 | 8.3283253573330090 |
| 2004-05-01 | 8.4889112690213800 |
| 2004-06-01 | 8.5582158412923200 |
| 2004-07-01 | 8.7217627350771000 |
| 2004-08-01 | 8.7841382555335200 |
| 2004-09-01 | 8.7610970308120190 |
| 2004-10-01 | 8.5130522873335490 |
| 2004-11-01 | 8.4823318760777810 |
| 2004-12-01 | 8.2525958423980400 |
| 2005-01-01 | 8.4132874689182400 |
| 2005-02-01 | 8.5918360232231000 |
| 2005-03-01 | 8.5490035201447500 |
| 2005-04-01 | 8.7108360295063200 |
| 2005-05-01 | 8.6551253804324600 |
| 2005-06-01 | 8.6207329118205700 |
| 2005-07-01 | 8.9133515399131500 |
| 2005-08-01 | 8.9583197981056300 |
| 2005-09-01 | 9.0656030678103600 |
| 2005-10-01 | 9.2301883835551500 |
| 2005-11-01 | 9.3182141715386880 |
| 2005-12-01 | 9.5431515138579300 |
| 2006-01-01 | 9.4792014394132310 |
| 2006-02-01 | 9.4213041817548110 |
| 2006-03-01 | 9.2821963577559900 |
| 2006-04-01 | 9.1727069573168390 |
| 2006-05-01 | 9.2207704824013100 |
| 2006-06-01 | 9.4816082851441000 |
| 2006-07-01 | 8.9055326023683300 |
| 2006-08-01 | 8.9650816027445380 |
| 2006-09-01 | 8.9004685568154010 |
| 2006-10-01 | 8.8277728469562110 |
| 2006-11-01 | 8.9635000249406100 |
| 2006-12-01 | 8.8741720790704210 |
| 2007-01-01 | 8.7241829862557800 |
| 2007-02-01 | 8.7981177794200500 |
| 2007-03-01 | 8.8627725045706700 |
| 2007-04-01 | 9.1475679604670180 |
| 2007-05-01 | 9.1069377083275000 |
| 2007-06-01 | 9.1482859014729900 |
| 2007-07-01 | 9.0855006538585100 |
| 2007-08-01 | 9.1778226716300700 |
| 2007-09-01 | 9.3319445838838100 |
| 2007-10-01 | 8.7289821665632500 |
| 2007-11-01 | 8.7981902353722200 |
| 2007-12-01 | 8.9375142891671400 |
| 2008-01-01 | 8.8008554120099710 |
| 2008-02-01 | 8.6915437007673000 |
| 2008-03-01 | 8.5216179663648000 |
| 2008-04-01 | 8.3199562596955300 |
| 2008-05-01 | 8.1999203439857600 |
| 2008-06-01 | 8.2282383827387590 |
| 2008-07-01 | 7.9828409903034006 |
| 2008-08-01 | 7.8512178868232310 |
| 2008-09-01 | 7.7997580845515590 |
| 2008-10-01 | 7.7331138041048100 |
| 2008-11-01 | 7.5073169894765500 |
| 2008-12-01 | 7.2906459290120900 |
| 2009-01-01 | 7.2018943686348500 |
| 2009-02-01 | 6.9491520819798600 |
| 2009-03-01 | 6.8683711178237000 |
| 2009-04-01 | 6.5144611853338210 |
| 2009-05-01 | 6.7111563038086794 |
| 2009-06-01 | 6.5387955689726900 |
| 2009-07-01 | 6.6816599289141500 |
| 2009-08-01 | 6.6010897498976400 |
| 2009-09-01 | 6.8363093083450400 |
| 2009-10-01 | 7.0510021510572995 |
| 2009-11-01 | 7.1100951009735000 |
| 2009-12-01 | 7.2475786816017500 |
| 2010-01-01 | 7.5009343479092300 |
| 2010-02-01 | 7.7676878114840900 |
| 2010-03-01 | 7.8546657315359605 |
| 2010-04-01 | 7.8708880728373090 |
| 2010-05-01 | 7.7778852445652490 |
| 2010-06-01 | 7.8935617644371700 |
| 2010-07-01 | 7.9411678126842310 |
| 2010-08-01 | 7.8745364694410990 |
| 2010-09-01 | 7.6399150131702000 |
| 2010-10-01 | 7.5737268629937400 |
| 2010-11-01 | 7.6128710686845995 |
| 2010-12-01 | 7.5868660320062300 |
| 2011-01-01 | 7.7074021139975795 |
| 2011-02-01 | 7.6720637442090895 |
| 2011-03-01 | 7.7521274213788500 |
| 2011-04-01 | 7.8640917905285600 |
| 2011-05-01 | 7.8637967440301300 |
| 2011-06-01 | 7.8750381041788600 |
| 2011-07-01 | 7.7418730874071110 |
| 2011-08-01 | 7.7742722803558210 |
| 2011-09-01 | 7.8358829978770100 |
| 2011-10-01 | 7.8945284289792800 |
| 2011-11-01 | 7.9989000303655100 |
| 2011-12-01 | 7.9994751515730300 |
| 2012-01-01 | 7.9262390991434800 |
| 2012-02-01 | 8.2005421272548000 |
| 2012-03-01 | 8.6775955439725400 |
| 2012-04-01 | 8.5627774759349790 |
| 2012-05-01 | 8.6325819629570700 |
| 2012-06-01 | 8.7275498281948100 |
| 2012-07-01 | 9.0349501703094000 |
| 2012-08-01 | 9.1428289322790100 |
| 2012-09-01 | 9.4044090028060290 |
| 2012-10-01 | 9.1037747255714900 |
| 2012-11-01 | 8.9907444988933120 |
| 2012-12-01 | 9.2918657316948800 |
| 2013-01-01 | 9.2938158494174000 |
| 2013-02-01 | 9.4478913271141090 |
| 2013-03-01 | 9.4151181285215790 |
| 2013-04-01 | 9.3853845121093900 |
| 2013-05-01 | 9.5222603457912300 |
| 2013-06-01 | 9.4831059058187100 |
| 2013-07-01 | 9.5487780485557500 |
| 2013-08-01 | 9.6400791492773800 |
| 2013-09-01 | 9.7728184722618300 |
| 2013-10-01 | 9.7935512311538200 |
| 2013-11-01 | 9.8789552532454920 |
| 2013-12-01 | 9.8416468562204000 |
| 2014-01-01 | 9.5081804071584000 |
| 2014-02-01 | 9.7577947468478820 |
| 2014-03-01 | 9.8405414508539710 |
| 2014-04-01 | 10.0344445629419000 |
| 2014-05-01 | 10.3166921961598010 |
| 2014-06-01 | 10.2593444442348000 |
| 2014-07-01 | 10.0724094148380000 |
| 2014-08-01 | 10.1661866783179010 |
| 2014-09-01 | 10.1428273466952000 |
| 2014-10-01 | 10.1585271517514000 |
| 2014-11-01 | 10.0542794683694010 |
| 2014-12-01 | 10.0795445197853010 |
| 2015-01-01 | 10.1278081041780000 |
| 2015-02-01 | 10.1585460948915000 |
| 2015-03-01 | 10.1485231454025000 |
| 2015-04-01 | 10.0826698300820000 |
| 2015-05-01 | 10.1501682580250000 |
| 2015-06-01 | 10.1775710146303010 |
| 2015-07-01 | 10.1972459600036980 |
| 2015-08-01 | 10.1070660670840000 |
| 2015-09-01 | 10.1350954291491000 |
| 2015-10-01 | 10.2354010024274000 |
| 2015-11-01 | 10.1289193515234000 |
| 2015-12-01 | 10.3218496581352000 |
| 2016-01-01 | 10.2067448814218000 |
| 2016-02-01 | 10.2335863988022000 |
| 2016-03-01 | 10.2333953265928000 |
| 2016-04-01 | 10.3173200434768990 |
| 2016-05-01 | 10.2825965452653000 |
| 2016-06-01 | 10.5068510736445000 |
| 2016-07-01 | 10.6319106722135000 |
| 2016-08-01 | 10.7453063938643000 |
| 2016-09-01 | 10.8297156427009000 |
| 2016-10-01 | 10.7040620232398020 |
| 2016-11-01 | 10.7923066899791000 |
| 2016-12-01 | 10.7683124346158010 |
| 2017-01-01 | 10.6791641735388010 |
| 2017-02-01 | 10.7166240606152000 |
| 2017-03-01 | 10.9329236235724000 |
| 2017-04-01 | 10.6457398046729000 |
| 2017-05-01 | 10.7227833597739010 |
| 2017-06-01 | 10.6621644379670000 |
| 2017-07-01 | 10.6624682313638020 |
| 2017-08-01 | 10.6689824636045000 |
| 2017-09-01 | 10.5504909608824010 |
| 2017-10-01 | 10.8809714038520000 |
| 2017-11-01 | 10.9444501968514000 |
| 2017-12-01 | 10.9222315569577000 |
| 2018-01-01 | 11.0380722845971990 |
| 2018-02-01 | 11.0939503011726000 |
| 2018-03-01 | 11.2283505454500000 |
| 2018-04-01 | 11.1816361794149000 |
| 2018-05-01 | 11.1640782118694000 |
| 2018-06-01 | 11.1147866934935000 |
| 2018-07-01 | 11.0997215965596980 |
| 2018-08-01 | 10.8690100269426980 |
| 2018-09-01 | 10.8721222013968000 |
| 2018-10-01 | 10.6421366978312000 |
| 2018-11-01 | 10.6915868528602000 |
| 2018-12-01 | 10.6992057926700000 |
| 2019-01-01 | 10.5868718774839010 |
| 2019-02-01 | 10.5726136008070990 |
| 2019-03-01 | 10.5400277679023000 |
| 2019-04-01 | 10.4956916113870980 |
| 2019-05-01 | 10.2815320493274010 |
| 2019-06-01 | 10.1509895039797000 |
| 2019-07-01 | 10.1292733032546990 |
| 2019-08-01 | 10.1703767945476000 |
| 2019-09-01 | 10.2153504838366000 |
| 2019-10-01 | 10.2245229321804000 |
| 2019-11-01 | 10.1592665597770000 |
| 2019-12-01 | 10.1910476684815980 |
| 2020-01-01 | 10.3667710194286990 |
| 2020-02-01 | 10.3520463575483020 |
| 2020-03-01 | 10.3621885602906990 |
| 2020-04-01 | 6.7580745730571100 |
| 2020-05-01 | 8.1827502822140500 |
| 2020-06-01 | 8.7765077075778500 |
| 2020-07-01 | 9.1552161853854610 |
| 2020-08-01 | 9.4696168015863600 |
| 2020-09-01 | 9.6454299726175100 |
| 2020-10-01 | 10.0064030468730000 |
| 2020-11-01 | 10.2497191229068000 |
| 2020-12-01 | 10.5889600683560000 |
| 2021-01-01 | 10.5691764580828000 |
| 2021-02-01 | 10.4430798200044000 |
| 2021-03-01 | 10.5966102107756000 |
| 2021-04-01 | 10.3721112891225000 |
| 2021-05-01 | 10.3517244365166000 |
| 2021-06-01 | 10.5472103083522000 |
| 2021-07-01 | 10.5692721121920990 |
| 2021-08-01 | 10.7484142707546990 |
| 2021-09-01 | 10.6607817932671000 |
| 2021-10-01 | 10.7992668972921990 |
| 2021-11-01 | 10.9541477531940980 |
| 2021-12-01 | 10.6970644461448000 |
| 2022-01-01 | 10.5791464822178010 |
| 2022-02-01 | 10.8417323577885010 |
| 2022-03-01 | 10.8038016749673020 |
| 2022-04-01 | 11.4474603388154000 |
| 2022-05-01 | 11.2214885062561990 |
| 2022-06-01 | 11.1384263696271000 |
| 2022-07-01 | 10.7686113785881000 |
| 2022-08-01 | 10.3547610879396980 |
| 2022-09-01 | 10.3633048972449000 |
| 2022-10-01 | 10.2073170578379000 |
| 2022-11-01 | 10.2928775572632000 |
| 2022-12-01 | 10.2247212206613000 |
| 2023-01-01 | 10.0831998904139990 |
| 2023-02-01 | 10.2340953927224000 |
| 2023-03-01 | 9.9826489742746510 |
| 2023-04-01 | 10.2092816793276990 |
| 2023-05-01 | 10.1932562967285990 |
| 2023-06-01 | 9.6544210200516610 |
| 2023-07-01 | 9.6438580641740400 |
| 2023-08-01 | 9.7801292313258300 |
| 2023-09-01 | 9.8643360001126310 |
| 2023-10-01 | 9.8298636734317500 |
| 2023-11-01 | 9.7294773019471190 |
| 2023-12-01 | 9.8413214851635900 |
| 2024-01-01 | 9.9964594683362600 |
| 2024-02-01 | 9.8221796250215510 |
| 2024-03-01 | 9.9661263883808400 |
| 2024-04-01 | 9.8746811594140200 |
| 2024-05-01 | 9.9795967459850190 |
| 2024-06-01 | 9.9575112524584010 |
| 2024-07-01 | 10.2397532217395000 |
| 2024-08-01 | 10.0880964423359000 |
| 2024-09-01 | 10.1480555816441990 |
| 2024-10-01 | 10.2386267262650000 |
| 2024-11-01 | 10.1570014886097000 |
| 2024-12-01 | 10.1505850936514000 |
