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 2025-05-01 |
| Last Updated | 2025-06-25 4:39 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 | 3.5685604125473303 |
| 1990-02-01 | 3.6408828622667198 |
| 1990-03-01 | 3.7644831510979104 |
| 1990-04-01 | 3.8046649746652900 |
| 1990-05-01 | 4.0040261977580200 |
| 1990-06-01 | 3.9458371200097204 |
| 1990-07-01 | 3.7586313146711500 |
| 1990-08-01 | 4.1738421244385200 |
| 1990-09-01 | 4.2233009034984200 |
| 1990-10-01 | 4.2574528621076800 |
| 1990-11-01 | 4.1595324676073195 |
| 1990-12-01 | 4.1758836504921900 |
| 1991-01-01 | 4.1883633301229200 |
| 1991-02-01 | 4.2531423890458310 |
| 1991-03-01 | 4.0662259146502100 |
| 1991-04-01 | 4.2944499294250695 |
| 1991-05-01 | 4.3999792832324400 |
| 1991-06-01 | 4.5337725117947105 |
| 1991-07-01 | 4.5582498759729100 |
| 1991-08-01 | 4.3777074639711000 |
| 1991-09-01 | 4.3246579905486500 |
| 1991-10-01 | 4.3667124296554500 |
| 1991-11-01 | 4.3610943431355690 |
| 1991-12-01 | 4.3827647542898100 |
| 1992-01-01 | 4.1679905276284510 |
| 1992-02-01 | 4.2348224782197800 |
| 1992-03-01 | 4.2721461733797800 |
| 1992-04-01 | 4.3795716690677000 |
| 1992-05-01 | 4.1176746539584900 |
| 1992-06-01 | 4.1315251820980800 |
| 1992-07-01 | 4.1736679598236100 |
| 1992-08-01 | 4.1979902284954900 |
| 1992-09-01 | 4.2326851028015800 |
| 1992-10-01 | 4.2804196533369100 |
| 1992-11-01 | 4.3551997373635200 |
| 1992-12-01 | 4.3880510296633200 |
| 1993-01-01 | 4.4516245914268800 |
| 1993-02-01 | 4.4254176528450310 |
| 1993-03-01 | 4.3810133991998300 |
| 1993-04-01 | 4.4540217931591000 |
| 1993-05-01 | 4.5214571386822410 |
| 1993-06-01 | 4.5239057746143500 |
| 1993-07-01 | 4.5943682522620000 |
| 1993-08-01 | 4.6006946298289300 |
| 1993-09-01 | 4.6296133926702800 |
| 1993-10-01 | 4.5832076878698400 |
| 1993-11-01 | 4.6552714053769600 |
| 1993-12-01 | 4.6946392581177500 |
| 1994-01-01 | 4.8381739556315395 |
| 1994-02-01 | 5.0313590946045705 |
| 1994-03-01 | 5.1932962660419010 |
| 1994-04-01 | 5.1252794775652310 |
| 1994-05-01 | 5.0178723410899000 |
| 1994-06-01 | 5.1220400080568300 |
| 1994-07-01 | 5.0112078875699410 |
| 1994-08-01 | 4.9052390039930300 |
| 1994-09-01 | 5.0227196971222700 |
| 1994-10-01 | 4.9763641302436910 |
| 1994-11-01 | 5.0577381846616100 |
| 1994-12-01 | 4.9984359659352195 |
| 1995-01-01 | 5.6472751477430590 |
| 1995-02-01 | 5.5381499331885900 |
| 1995-03-01 | 5.7059586201104400 |
| 1995-04-01 | 5.3061791107591505 |
| 1995-05-01 | 5.3206294367189400 |
| 1995-06-01 | 5.3325357865295900 |
| 1995-07-01 | 5.1198312836072900 |
| 1995-08-01 | 5.3039412524777900 |
| 1995-09-01 | 5.3146673903498800 |
| 1995-10-01 | 5.3598674113729700 |
| 1995-11-01 | 5.3599601273158200 |
| 1995-12-01 | 5.2888298023875900 |
| 1996-01-01 | 5.5444510629348800 |
| 1996-02-01 | 5.4344302643665000 |
| 1996-03-01 | 5.5197636485989910 |
| 1996-04-01 | 5.7995622506662500 |
| 1996-05-01 | 5.8261440537565400 |
| 1996-06-01 | 5.7405371184459995 |
| 1996-07-01 | 5.7071323510803404 |
| 1996-08-01 | 5.8957136739988900 |
| 1996-09-01 | 5.8048182313534100 |
| 1996-10-01 | 5.8446409658125590 |
| 1996-11-01 | 5.6602111122451700 |
| 1996-12-01 | 5.7830712455311595 |
| 1997-01-01 | 5.6433940507833690 |
| 1997-02-01 | 5.7383306328683700 |
| 1997-03-01 | 5.8401810333013495 |
| 1997-04-01 | 5.8100799566622300 |
| 1997-05-01 | 5.8523142566446000 |
| 1997-06-01 | 5.7515186504648210 |
| 1997-07-01 | 5.8768460414121700 |
| 1997-08-01 | 5.7864512279615000 |
| 1997-09-01 | 5.8987337836620900 |
| 1997-10-01 | 5.9458346053770400 |
| 1997-11-01 | 6.1670459822566100 |
| 1997-12-01 | 6.1796420833110890 |
| 1998-01-01 | 5.7393508882024090 |
| 1998-02-01 | 5.7240076490848395 |
| 1998-03-01 | 5.6502703052412600 |
| 1998-04-01 | 5.5303524592486500 |
| 1998-05-01 | 5.4844176700720400 |
| 1998-06-01 | 5.5697292883407590 |
| 1998-07-01 | 5.5482506824211110 |
| 1998-08-01 | 5.4806637039024400 |
| 1998-09-01 | 5.4960031194615300 |
| 1998-10-01 | 5.5607004498090990 |
| 1998-11-01 | 5.6540962682822900 |
| 1998-12-01 | 5.7766476496633300 |
| 1999-01-01 | 5.8339945502642100 |
| 1999-02-01 | 5.9005308083920100 |
| 1999-03-01 | 5.9564358335260300 |
| 1999-04-01 | 6.1505126080259100 |
| 1999-05-01 | 6.1223971094692300 |
| 1999-06-01 | 6.1743640558757500 |
| 1999-07-01 | 6.2189334303254010 |
| 1999-08-01 | 6.2516505240947700 |
| 1999-09-01 | 6.2683750388265900 |
| 1999-10-01 | 6.2718727359178400 |
| 1999-11-01 | 6.3453060033762005 |
| 1999-12-01 | 6.3854460147496300 |
| 2000-01-01 | 6.5489641835445600 |
| 2000-02-01 | 6.5906512171356300 |
| 2000-03-01 | 6.5492555340542200 |
| 2000-04-01 | 6.6803192663088000 |
| 2000-05-01 | 6.8550474801204800 |
| 2000-06-01 | 7.0766061818310500 |
| 2000-07-01 | 7.3053561820224000 |
| 2000-08-01 | 7.3150404673541500 |
| 2000-09-01 | 7.3305834287106800 |
| 2000-10-01 | 6.9772669336752700 |
| 2000-11-01 | 7.0182052728654190 |
| 2000-12-01 | 7.1918376089264110 |
| 2001-01-01 | 7.4800238469898890 |
| 2001-02-01 | 7.4984044164944500 |
| 2001-03-01 | 7.5537164335363900 |
| 2001-04-01 | 7.7186108614732305 |
| 2001-05-01 | 7.4682870161707400 |
| 2001-06-01 | 7.3768547165302410 |
| 2001-07-01 | 7.3121860768101800 |
| 2001-08-01 | 7.4856012398970110 |
| 2001-09-01 | 7.5042559752284410 |
| 2001-10-01 | 7.5829248786732300 |
| 2001-11-01 | 7.6003686649125495 |
| 2001-12-01 | 7.5822540413828400 |
| 2002-01-01 | 7.5215269993872500 |
| 2002-02-01 | 7.8122788936754795 |
| 2002-03-01 | 7.7492965878087200 |
| 2002-04-01 | 7.3304543235078095 |
| 2002-05-01 | 7.3520246490452100 |
| 2002-06-01 | 7.3863879175929705 |
| 2002-07-01 | 7.4253922772530310 |
| 2002-08-01 | 7.3714620331431790 |
| 2002-09-01 | 7.4918758672672000 |
| 2002-10-01 | 7.5864649155895000 |
| 2002-11-01 | 7.5803551621497590 |
| 2002-12-01 | 7.9421912418342995 |
| 2003-01-01 | 7.5794621658620700 |
| 2003-02-01 | 7.5252810109989206 |
| 2003-03-01 | 7.6649416669571195 |
| 2003-04-01 | 7.4420470807273900 |
| 2003-05-01 | 7.5260621629024600 |
| 2003-06-01 | 7.5802330405214500 |
| 2003-07-01 | 7.4282433631779800 |
| 2003-08-01 | 7.4503397039643300 |
| 2003-09-01 | 7.4856692860779200 |
| 2003-10-01 | 7.5975087061469200 |
| 2003-11-01 | 7.7732709586667000 |
| 2003-12-01 | 7.7961846882936205 |
| 2004-01-01 | 7.8496437713117100 |
| 2004-02-01 | 7.9590546150409100 |
| 2004-03-01 | 8.0989787637705100 |
| 2004-04-01 | 8.3283221318432200 |
| 2004-05-01 | 8.4889112627223900 |
| 2004-06-01 | 8.5582161688675310 |
| 2004-07-01 | 8.7217612408917300 |
| 2004-08-01 | 8.7841388330325910 |
| 2004-09-01 | 8.7610978097801400 |
| 2004-10-01 | 8.5130530797013310 |
| 2004-11-01 | 8.4823325653557190 |
| 2004-12-01 | 8.2525961154578000 |
| 2005-01-01 | 8.4132876367414300 |
| 2005-02-01 | 8.5918361136393500 |
| 2005-03-01 | 8.5490033898053390 |
| 2005-04-01 | 8.7108345400191710 |
| 2005-05-01 | 8.6551251809092500 |
| 2005-06-01 | 8.6207329338663600 |
| 2005-07-01 | 8.9133515341556000 |
| 2005-08-01 | 8.9583199206940200 |
| 2005-09-01 | 9.0656033082409100 |
| 2005-10-01 | 9.2301886492864200 |
| 2005-11-01 | 9.3182144219042100 |
| 2005-12-01 | 9.5431516637641800 |
| 2006-01-01 | 9.4792014676921600 |
| 2006-02-01 | 9.4213040814406700 |
| 2006-03-01 | 9.2821961888886700 |
| 2006-04-01 | 9.1727067676155700 |
| 2006-05-01 | 9.2207703467163210 |
| 2006-06-01 | 9.4816083491280200 |
| 2006-07-01 | 8.9055325912704490 |
| 2006-08-01 | 8.9650816036172800 |
| 2006-09-01 | 8.9004686097402600 |
| 2006-10-01 | 8.8277728826986700 |
| 2006-11-01 | 8.9635000625830390 |
| 2006-12-01 | 8.8741722052654400 |
| 2007-01-01 | 8.7241829584851500 |
| 2007-02-01 | 8.7981177618447490 |
| 2007-03-01 | 8.8627724633026690 |
| 2007-04-01 | 9.1475679001296800 |
| 2007-05-01 | 9.1069376732533400 |
| 2007-06-01 | 9.1482859659539010 |
| 2007-07-01 | 9.0855006453538700 |
| 2007-08-01 | 9.1778226018477210 |
| 2007-09-01 | 9.3319445969898900 |
| 2007-10-01 | 8.7289821764750200 |
| 2007-11-01 | 8.7981902690604100 |
| 2007-12-01 | 8.9375143621063600 |
| 2008-01-01 | 8.8008554175699500 |
| 2008-02-01 | 8.6915437509109400 |
| 2008-03-01 | 8.5216179666635200 |
| 2008-04-01 | 8.3199562234961300 |
| 2008-05-01 | 8.1999202981342700 |
| 2008-06-01 | 8.2282383273021600 |
| 2008-07-01 | 7.9828408657446200 |
| 2008-08-01 | 7.8512176750668100 |
| 2008-09-01 | 7.7997580333417410 |
| 2008-10-01 | 7.7331138646959010 |
| 2008-11-01 | 7.5073172621246300 |
| 2008-12-01 | 7.2906463154213790 |
| 2009-01-01 | 7.2018947484901200 |
| 2009-02-01 | 6.9491523321380900 |
| 2009-03-01 | 6.8683710146545310 |
| 2009-04-01 | 6.5144608532688790 |
| 2009-05-01 | 6.7111558024892200 |
| 2009-06-01 | 6.5387950091659900 |
| 2009-07-01 | 6.6816594236423400 |
| 2009-08-01 | 6.6010893613811100 |
| 2009-09-01 | 6.8363095239192900 |
| 2009-10-01 | 7.0510024669156400 |
| 2009-11-01 | 7.1100964633836900 |
| 2009-12-01 | 7.2475800049687800 |
| 2010-01-01 | 7.5009356288376800 |
| 2010-02-01 | 7.7676884556822410 |
| 2010-03-01 | 7.8546651341325900 |
| 2010-04-01 | 7.8708864979616795 |
| 2010-05-01 | 7.7778831216989600 |
| 2010-06-01 | 7.8935596670427100 |
| 2010-07-01 | 7.9411663042794100 |
| 2010-08-01 | 7.8745357208507690 |
| 2010-09-01 | 7.6399157017332810 |
| 2010-10-01 | 7.5737275604641700 |
| 2010-11-01 | 7.6128745133337490 |
| 2010-12-01 | 7.5868700394743090 |
| 2011-01-01 | 7.7074054441600990 |
| 2011-02-01 | 7.6720672228632500 |
| 2011-03-01 | 7.7521297183312500 |
| 2011-04-01 | 7.8640932316399095 |
| 2011-05-01 | 7.8637686234536600 |
| 2011-06-01 | 7.8750389342958600 |
| 2011-07-01 | 7.7418741216343500 |
| 2011-08-01 | 7.7742737733382095 |
| 2011-09-01 | 7.8358857743948790 |
| 2011-10-01 | 7.8945307490235495 |
| 2011-11-01 | 7.9989064420974100 |
| 2011-12-01 | 7.9994826904981510 |
| 2012-01-01 | 7.9262455324670010 |
| 2012-02-01 | 8.2005494757473500 |
| 2012-03-01 | 8.6776010290724900 |
| 2012-04-01 | 8.5627807878293600 |
| 2012-05-01 | 8.6325202311593100 |
| 2012-06-01 | 8.7275520283554700 |
| 2012-07-01 | 9.0349538509074990 |
| 2012-08-01 | 9.1428342381916300 |
| 2012-09-01 | 9.4044166589428500 |
| 2012-10-01 | 9.1037815622670700 |
| 2012-11-01 | 8.9907578209216310 |
| 2012-12-01 | 9.2918581889626320 |
| 2013-01-01 | 9.2938326028818690 |
| 2013-02-01 | 9.4479132675619400 |
| 2013-03-01 | 9.4151419061982200 |
| 2013-04-01 | 9.3854108072396500 |
| 2013-05-01 | 9.5220899900255100 |
| 2013-06-01 | 9.4831329926827400 |
| 2013-07-01 | 9.5488025894368590 |
| 2013-08-01 | 9.6401001992574700 |
| 2013-09-01 | 9.7728354490393680 |
| 2013-10-01 | 9.7935615232917100 |
| 2013-11-01 | 9.8789659834801200 |
| 2013-12-01 | 9.8415977122618000 |
| 2014-01-01 | 9.5081778913850100 |
| 2014-02-01 | 9.7578018748333210 |
| 2014-03-01 | 9.8406075284823820 |
| 2014-04-01 | 10.0345026819807000 |
| 2014-05-01 | 10.3164611000224990 |
| 2014-06-01 | 10.2594359911554000 |
| 2014-07-01 | 10.0724839874820000 |
| 2014-08-01 | 10.1662297985434020 |
| 2014-09-01 | 10.1427964840059000 |
| 2014-10-01 | 10.1585004035372000 |
| 2014-11-01 | 10.0542468084720990 |
| 2014-12-01 | 10.0794245697195990 |
| 2015-01-01 | 10.1277744713230000 |
| 2015-02-01 | 10.1585468259803000 |
| 2015-03-01 | 10.1486599352105990 |
| 2015-04-01 | 10.0828050170798010 |
| 2015-05-01 | 10.1499530213292000 |
| 2015-06-01 | 10.1777700724065010 |
| 2015-07-01 | 10.1974047166436000 |
| 2015-08-01 | 10.1071563386858010 |
| 2015-09-01 | 10.1350470862753020 |
| 2015-10-01 | 10.2348917624755000 |
| 2015-11-01 | 10.1289222752870000 |
| 2015-12-01 | 10.3217518440284000 |
| 2016-01-01 | 10.2067196144413010 |
| 2016-02-01 | 10.2335982794454000 |
| 2016-03-01 | 10.2335324076619990 |
| 2016-04-01 | 10.3173206453510000 |
| 2016-05-01 | 10.2821866775931990 |
| 2016-06-01 | 10.5086773466152000 |
| 2016-07-01 | 10.6317278287329000 |
| 2016-08-01 | 10.7450567074986980 |
| 2016-09-01 | 10.8293388140825990 |
| 2016-10-01 | 10.7028044371598000 |
| 2016-11-01 | 10.7922114527638000 |
| 2016-12-01 | 10.7682532356807000 |
| 2017-01-01 | 10.6792877480110000 |
| 2017-02-01 | 10.7168918468059000 |
| 2017-03-01 | 10.9334633887779000 |
| 2017-04-01 | 10.6464271290761000 |
| 2017-05-01 | 10.7211416068519010 |
| 2017-06-01 | 10.6654417249224000 |
| 2017-07-01 | 10.6618310398996000 |
| 2017-08-01 | 10.6682919231617000 |
| 2017-09-01 | 10.5497011628574000 |
| 2017-10-01 | 10.8788467998170000 |
| 2017-11-01 | 10.9442905265003020 |
| 2017-12-01 | 10.9227913551721000 |
| 2018-01-01 | 11.0388003806013020 |
| 2018-02-01 | 11.0948942983795000 |
| 2018-03-01 | 11.2294643098152000 |
| 2018-04-01 | 11.1828242255705000 |
| 2018-05-01 | 11.1606875187879990 |
| 2018-06-01 | 11.1191257337484010 |
| 2018-07-01 | 11.0979965881906980 |
| 2018-08-01 | 10.8675786908936000 |
| 2018-09-01 | 10.8710997330170010 |
| 2018-10-01 | 10.6403916931798000 |
| 2018-11-01 | 10.6880111225274010 |
| 2018-12-01 | 10.7014415554989010 |
| 2019-01-01 | 10.5927953532636980 |
| 2019-02-01 | 10.5743415047080000 |
| 2019-03-01 | 10.5416439569184990 |
| 2019-04-01 | 10.4965803613335000 |
| 2019-05-01 | 10.2747776684570000 |
| 2019-06-01 | 10.1525812854863010 |
| 2019-07-01 | 10.1251433111129000 |
| 2019-08-01 | 10.1748049357767000 |
| 2019-09-01 | 10.2124875188881000 |
| 2019-10-01 | 10.2218076543624000 |
| 2019-11-01 | 10.1522412460269000 |
| 2019-12-01 | 10.1954615754996000 |
| 2020-01-01 | 10.3789302783165990 |
| 2020-02-01 | 10.3565292595864000 |
| 2020-03-01 | 10.3673183118926000 |
| 2020-04-01 | 6.7600038289362190 |
| 2020-05-01 | 8.1681458140407300 |
| 2020-06-01 | 8.7740236108751900 |
| 2020-07-01 | 9.1522686006806800 |
| 2020-08-01 | 9.4784813764586090 |
| 2020-09-01 | 9.6354334136291500 |
| 2020-10-01 | 10.0054071538729000 |
| 2020-11-01 | 10.2361221469266980 |
| 2020-12-01 | 10.6019619746016000 |
| 2021-01-01 | 10.5970914562113000 |
| 2021-02-01 | 10.4418051660500000 |
| 2021-03-01 | 10.6160905683625000 |
| 2021-04-01 | 10.3689690339562000 |
| 2021-05-01 | 10.3064748982481000 |
| 2021-06-01 | 10.5425651687473000 |
| 2021-07-01 | 10.5843549500770990 |
| 2021-08-01 | 10.7745856403886990 |
| 2021-09-01 | 10.6255400713793000 |
| 2021-10-01 | 10.7928882446664000 |
| 2021-11-01 | 10.9350101738354990 |
| 2021-12-01 | 10.7186692885610000 |
| 2022-01-01 | 10.6186129128102000 |
| 2022-02-01 | 10.8430244927309010 |
| 2022-03-01 | 10.8405535062827000 |
| 2022-04-01 | 11.4389306980120000 |
| 2022-05-01 | 11.1419163513654000 |
| 2022-06-01 | 11.1326651289576010 |
| 2022-07-01 | 10.8053444431936000 |
| 2022-08-01 | 10.3890599537626990 |
| 2022-09-01 | 10.3047815402943000 |
| 2022-10-01 | 10.1959004166480990 |
| 2022-11-01 | 10.2701310088701980 |
| 2022-12-01 | 10.2546840152980000 |
| 2023-01-01 | 10.1322576401801000 |
| 2023-02-01 | 10.2398892061549010 |
| 2023-03-01 | 10.0247025092866000 |
| 2023-04-01 | 10.0936390754255000 |
| 2023-05-01 | 10.0037960808197000 |
| 2023-06-01 | 9.5525001178726700 |
| 2023-07-01 | 9.6972042167941000 |
| 2023-08-01 | 9.8256681093916300 |
| 2023-09-01 | 9.7847226916087600 |
| 2023-10-01 | 9.6102181615281700 |
| 2023-11-01 | 9.5097177384430300 |
| 2023-12-01 | 9.4756869280016410 |
| 2024-01-01 | 9.8381619207529010 |
| 2024-02-01 | 9.5371450733321890 |
| 2024-03-01 | 9.3944381949439090 |
| 2024-04-01 | 9.4607467390092500 |
| 2024-05-01 | 9.5893083218639900 |
| 2024-06-01 | 9.2648528695535200 |
| 2024-07-01 | 9.3987944606048600 |
| 2024-08-01 | 9.3414035833744300 |
| 2024-09-01 | 9.6579915122188500 |
| 2024-10-01 | 9.8142472536080100 |
| 2024-11-01 | 9.6371637060308490 |
| 2024-12-01 | 9.6906582421310700 |
| 2025-01-01 | 9.7350301232558200 |
| 2025-02-01 | 9.6432292454348010 |
| 2025-03-01 | 9.8911047742721700 |
| 2025-04-01 | 9.8413794821816900 |
| 2025-05-01 | 9.8711537309585520 |