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 2024-09-01 |
| Last Updated | 2024-10-23 5:19 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 | 3.5687421054843997 |
| 1990-02-01 | 3.6408893481691800 |
| 1990-03-01 | 3.7644838307909000 |
| 1990-04-01 | 3.8046968861438800 |
| 1990-05-01 | 4.0040255159239500 |
| 1990-06-01 | 3.9458861870104904 |
| 1990-07-01 | 3.7585250475671805 |
| 1990-08-01 | 4.1738126110434100 |
| 1990-09-01 | 4.2232559662088000 |
| 1990-10-01 | 4.2574038987691600 |
| 1990-11-01 | 4.1594937743626800 |
| 1990-12-01 | 4.1758661641580900 |
| 1991-01-01 | 4.1885581561416900 |
| 1991-02-01 | 4.2531592669588000 |
| 1991-03-01 | 4.0662261713150500 |
| 1991-04-01 | 4.2944991955549800 |
| 1991-05-01 | 4.3999933983882800 |
| 1991-06-01 | 4.5338354044120495 |
| 1991-07-01 | 4.5581431637229900 |
| 1991-08-01 | 4.3776655153707400 |
| 1991-09-01 | 4.3246031930424710 |
| 1991-10-01 | 4.3666395762284600 |
| 1991-11-01 | 4.3610087796589605 |
| 1991-12-01 | 4.3826732627971100 |
| 1992-01-01 | 4.1682425065119100 |
| 1992-02-01 | 4.2348952127070400 |
| 1992-03-01 | 4.2721475116698200 |
| 1992-04-01 | 4.3796425337881600 |
| 1992-05-01 | 4.1176989931734600 |
| 1992-06-01 | 4.1315781642315300 |
| 1992-07-01 | 4.1736203578400200 |
| 1992-08-01 | 4.1979229099465800 |
| 1992-09-01 | 4.2326059714413800 |
| 1992-10-01 | 4.2803080706241800 |
| 1992-11-01 | 4.3550522107507210 |
| 1992-12-01 | 4.3878714000180900 |
| 1993-01-01 | 4.4520197400206300 |
| 1993-02-01 | 4.4255450224626510 |
| 1993-03-01 | 4.3810135595207200 |
| 1993-04-01 | 4.4541124664569600 |
| 1993-05-01 | 4.5214971290470810 |
| 1993-06-01 | 4.5239478489429200 |
| 1993-07-01 | 4.5943775717737900 |
| 1993-08-01 | 4.6005915292273600 |
| 1993-09-01 | 4.6294987340952310 |
| 1993-10-01 | 4.5830451443612310 |
| 1993-11-01 | 4.6550489522291000 |
| 1993-12-01 | 4.6943546609476600 |
| 1994-01-01 | 4.8387357230746200 |
| 1994-02-01 | 5.0315641950510495 |
| 1994-03-01 | 5.1933102486210000 |
| 1994-04-01 | 5.1253880773717500 |
| 1994-05-01 | 5.0179195260147305 |
| 1994-06-01 | 5.1220585426224800 |
| 1994-07-01 | 5.0112663300202900 |
| 1994-08-01 | 4.9051069983177310 |
| 1994-09-01 | 5.0225724899914290 |
| 1994-10-01 | 4.9761663961947600 |
| 1994-11-01 | 5.0574717161986900 |
| 1994-12-01 | 4.9981152990335600 |
| 1995-01-01 | 5.6479883784748310 |
| 1995-02-01 | 5.5383818456839204 |
| 1995-03-01 | 5.7059830724292000 |
| 1995-04-01 | 5.3062811127353490 |
| 1995-05-01 | 5.3206797464141300 |
| 1995-06-01 | 5.3325338488642300 |
| 1995-07-01 | 5.1199037563219400 |
| 1995-08-01 | 5.3038024563655800 |
| 1995-09-01 | 5.3145207379861200 |
| 1995-10-01 | 5.3596671303422400 |
| 1995-11-01 | 5.3596819318848000 |
| 1995-12-01 | 5.2884915504225200 |
| 1996-01-01 | 5.5451334385634500 |
| 1996-02-01 | 5.4346571375295305 |
| 1996-03-01 | 5.5197971249788300 |
| 1996-04-01 | 5.7996428302202900 |
| 1996-05-01 | 5.8261769569302400 |
| 1996-06-01 | 5.7405129376567490 |
| 1996-07-01 | 5.7072010020228300 |
| 1996-08-01 | 5.8955819016074910 |
| 1996-09-01 | 5.8046849089889690 |
| 1996-10-01 | 5.8444709110839810 |
| 1996-11-01 | 5.6599804528445900 |
| 1996-12-01 | 5.7827954364432900 |
| 1997-01-01 | 5.6439722083453100 |
| 1997-02-01 | 5.7384899443919800 |
| 1997-03-01 | 5.8402115205097500 |
| 1997-04-01 | 5.8101248114359400 |
| 1997-05-01 | 5.8523286847229300 |
| 1997-06-01 | 5.7514896303439400 |
| 1997-07-01 | 5.8768824139074100 |
| 1997-08-01 | 5.7863663668352200 |
| 1997-09-01 | 5.8986449926703610 |
| 1997-10-01 | 5.9457249253768705 |
| 1997-11-01 | 6.1668852751127100 |
| 1997-12-01 | 6.1794688521576500 |
| 1998-01-01 | 5.7397449589177100 |
| 1998-02-01 | 5.7240889509155600 |
| 1998-03-01 | 5.6502963308907100 |
| 1998-04-01 | 5.5303683464959200 |
| 1998-05-01 | 5.4844162736094100 |
| 1998-06-01 | 5.5697008901389005 |
| 1998-07-01 | 5.5482567771358610 |
| 1998-08-01 | 5.4806236491882090 |
| 1998-09-01 | 5.4959606168743100 |
| 1998-10-01 | 5.5606552727304700 |
| 1998-11-01 | 5.6540333774072190 |
| 1998-12-01 | 5.7766059174486300 |
| 1999-01-01 | 5.8341675498810400 |
| 1999-02-01 | 5.9005457594192990 |
| 1999-03-01 | 5.9564523522858700 |
| 1999-04-01 | 6.1505196522308490 |
| 1999-05-01 | 6.1223961070250200 |
| 1999-06-01 | 6.1743516387254300 |
| 1999-07-01 | 6.2189238281057095 |
| 1999-08-01 | 6.2516386834367506 |
| 1999-09-01 | 6.2683636850863100 |
| 1999-10-01 | 6.2718562537415900 |
| 1999-11-01 | 6.3452737889073900 |
| 1999-12-01 | 6.3854311216338710 |
| 2000-01-01 | 6.5490237765253900 |
| 2000-02-01 | 6.5906630228647100 |
| 2000-03-01 | 6.5492639911579795 |
| 2000-04-01 | 6.6803268163114200 |
| 2000-05-01 | 6.8550433018958200 |
| 2000-06-01 | 7.0765974585657500 |
| 2000-07-01 | 7.3053568366760000 |
| 2000-08-01 | 7.3150375985429100 |
| 2000-09-01 | 7.3305831606943890 |
| 2000-10-01 | 6.9772602762553400 |
| 2000-11-01 | 7.0181885153159200 |
| 2000-12-01 | 7.1918344537032100 |
| 2001-01-01 | 7.4800327109560500 |
| 2001-02-01 | 7.4984111317516790 |
| 2001-03-01 | 7.5537206683131510 |
| 2001-04-01 | 7.7186196513148495 |
| 2001-05-01 | 7.4682856347700900 |
| 2001-06-01 | 7.3768521471106500 |
| 2001-07-01 | 7.3121924991344600 |
| 2001-08-01 | 7.4856010645365500 |
| 2001-09-01 | 7.5042564234377690 |
| 2001-10-01 | 7.5829152711669000 |
| 2001-11-01 | 7.6003576745404510 |
| 2001-12-01 | 7.5822556532175190 |
| 2002-01-01 | 7.5215282095310200 |
| 2002-02-01 | 7.8122794950815310 |
| 2002-03-01 | 7.7492975627749590 |
| 2002-04-01 | 7.3304622602019105 |
| 2002-05-01 | 7.3520247354425900 |
| 2002-06-01 | 7.3863873545462200 |
| 2002-07-01 | 7.4253995418450796 |
| 2002-08-01 | 7.3714616183025000 |
| 2002-09-01 | 7.4918755711962990 |
| 2002-10-01 | 7.5864578761433900 |
| 2002-11-01 | 7.5803473481238800 |
| 2002-12-01 | 7.9421920346132500 |
| 2003-01-01 | 7.5794626251995090 |
| 2003-02-01 | 7.5252808362540190 |
| 2003-03-01 | 7.6649419195676400 |
| 2003-04-01 | 7.4420538746148710 |
| 2003-05-01 | 7.5260621957730810 |
| 2003-06-01 | 7.5802325555267100 |
| 2003-07-01 | 7.4282479004054410 |
| 2003-08-01 | 7.4503390512670800 |
| 2003-09-01 | 7.4856686164848310 |
| 2003-10-01 | 7.5975047267687800 |
| 2003-11-01 | 7.7732666498955590 |
| 2003-12-01 | 7.7961851399243995 |
| 2004-01-01 | 7.8496440229559010 |
| 2004-02-01 | 7.9590544916963600 |
| 2004-03-01 | 8.0989789418862400 |
| 2004-04-01 | 8.3283268703055300 |
| 2004-05-01 | 8.4889112718678100 |
| 2004-06-01 | 8.5582156873913210 |
| 2004-07-01 | 8.7217634361704600 |
| 2004-08-01 | 8.7841379840513300 |
| 2004-09-01 | 8.7610966650474200 |
| 2004-10-01 | 8.5130519153485400 |
| 2004-11-01 | 8.4823315527520800 |
| 2004-12-01 | 8.2525957141552800 |
| 2005-01-01 | 8.4132873906599400 |
| 2005-02-01 | 8.5918359817062300 |
| 2005-03-01 | 8.5490035825586800 |
| 2005-04-01 | 8.7108367286605800 |
| 2005-05-01 | 8.6551254744931310 |
| 2005-06-01 | 8.6207329012631300 |
| 2005-07-01 | 8.9133515414844100 |
| 2005-08-01 | 8.9583197388526800 |
| 2005-09-01 | 9.0656029534068400 |
| 2005-10-01 | 9.2301882574190510 |
| 2005-11-01 | 9.3182140536968010 |
| 2005-12-01 | 9.5431514440731300 |
| 2006-01-01 | 9.4792014277901400 |
| 2006-02-01 | 9.4213042317473900 |
| 2006-03-01 | 9.2821964407414300 |
| 2006-04-01 | 9.1727070462956000 |
| 2006-05-01 | 9.2207705489425290 |
| 2006-06-01 | 9.4816082573729700 |
| 2006-07-01 | 8.9055326088901000 |
| 2006-08-01 | 8.9650815829468100 |
| 2006-09-01 | 8.9004685319446410 |
| 2006-10-01 | 8.8277728299829700 |
| 2006-11-01 | 8.9635000079243300 |
| 2006-12-01 | 8.8741720215950190 |
| 2007-01-01 | 8.7241830017970890 |
| 2007-02-01 | 8.7981178050024290 |
| 2007-03-01 | 8.8627725270284810 |
| 2007-04-01 | 9.1475679841662800 |
| 2007-05-01 | 9.1069377244159620 |
| 2007-06-01 | 9.1482858698106100 |
| 2007-07-01 | 9.0855006573423690 |
| 2007-08-01 | 9.1778226656969000 |
| 2007-09-01 | 9.3319445828320990 |
| 2007-10-01 | 8.7289821694358900 |
| 2007-11-01 | 8.7981902295382700 |
| 2007-12-01 | 8.9375142664393690 |
| 2008-01-01 | 8.8008554214572700 |
| 2008-02-01 | 8.6915437160887800 |
| 2008-03-01 | 8.5216179727478400 |
| 2008-04-01 | 8.3199562667335200 |
| 2008-05-01 | 8.1999203466807500 |
| 2008-06-01 | 8.2282383651930400 |
| 2008-07-01 | 7.9828409897347700 |
| 2008-08-01 | 7.8512178792820700 |
| 2008-09-01 | 7.7997580847046395 |
| 2008-10-01 | 7.7331138061267810 |
| 2008-11-01 | 7.5073169877373490 |
| 2008-12-01 | 7.2906459370818400 |
| 2009-01-01 | 7.2018943831227900 |
| 2009-02-01 | 6.9491520930961500 |
| 2009-03-01 | 6.8683711165215810 |
| 2009-04-01 | 6.5144611778577500 |
| 2009-05-01 | 6.7111562906736600 |
| 2009-06-01 | 6.5387955550281110 |
| 2009-07-01 | 6.6816599166268900 |
| 2009-08-01 | 6.6010897372271500 |
| 2009-09-01 | 6.8363093161065810 |
| 2009-10-01 | 7.0510021583598900 |
| 2009-11-01 | 7.1100951312733090 |
| 2009-12-01 | 7.2475787092636710 |
| 2010-01-01 | 7.5009343882845900 |
| 2010-02-01 | 7.7676878280811390 |
| 2010-03-01 | 7.8546657170957900 |
| 2010-04-01 | 7.8708880310643305 |
| 2010-05-01 | 7.7778851894909410 |
| 2010-06-01 | 7.8935617092629800 |
| 2010-07-01 | 7.9411677735770100 |
| 2010-08-01 | 7.8745364460226390 |
| 2010-09-01 | 7.6399150349570190 |
| 2010-10-01 | 7.5737268849620900 |
| 2010-11-01 | 7.6128711758125810 |
| 2010-12-01 | 7.5868661549307590 |
| 2011-01-01 | 7.7074021675847810 |
| 2011-02-01 | 7.6720638504843310 |
| 2011-03-01 | 7.7521274813469990 |
| 2011-04-01 | 7.8640917999091690 |
| 2011-05-01 | 7.8637959989474290 |
| 2011-06-01 | 7.8750380817221910 |
| 2011-07-01 | 7.7418730868728310 |
| 2011-08-01 | 7.7742723145749500 |
| 2011-09-01 | 7.8358831105046110 |
| 2011-10-01 | 7.8945285571854800 |
| 2011-11-01 | 7.9989003009139590 |
| 2011-12-01 | 7.9994754435091700 |
| 2012-01-01 | 7.9262391958186900 |
| 2012-02-01 | 8.2005423199364510 |
| 2012-03-01 | 8.6775956245344010 |
| 2012-04-01 | 8.5627774374932190 |
| 2012-05-01 | 8.6325802589321300 |
| 2012-06-01 | 8.7275497251568600 |
| 2012-07-01 | 9.0349501430789400 |
| 2012-08-01 | 9.1428290131988500 |
| 2012-09-01 | 9.4044092909607700 |
| 2012-10-01 | 9.1037751562732510 |
| 2012-11-01 | 8.9907453534222300 |
| 2012-12-01 | 9.2918659950800400 |
| 2013-01-01 | 9.2938166626145390 |
| 2013-02-01 | 9.4478922434275600 |
| 2013-03-01 | 9.4151186839818200 |
| 2013-04-01 | 9.3853844558425200 |
| 2013-05-01 | 9.5222527018304000 |
| 2013-06-01 | 9.4831055482398910 |
| 2013-07-01 | 9.5487785840384910 |
| 2013-08-01 | 9.6400809548602200 |
| 2013-09-01 | 9.7728215522821000 |
| 2013-10-01 | 9.7935546882547700 |
| 2013-11-01 | 9.8789582329746600 |
| 2013-12-01 | 9.8416456095770500 |
| 2014-01-01 | 9.5081781283630000 |
| 2014-02-01 | 9.7577914094430510 |
| 2014-03-01 | 9.8405354945561890 |
| 2014-04-01 | 10.0344442592683000 |
| 2014-05-01 | 10.3166827888303000 |
| 2014-06-01 | 10.2593519688846000 |
| 2014-07-01 | 10.0724209124046990 |
| 2014-08-01 | 10.1662002667422000 |
| 2014-09-01 | 10.1428338883496000 |
| 2014-10-01 | 10.1585307781830000 |
| 2014-11-01 | 10.0542726511669010 |
| 2014-12-01 | 10.0795231872084020 |
| 2015-01-01 | 10.1277824251590000 |
| 2015-02-01 | 10.1585237135474000 |
| 2015-03-01 | 10.1485079351160010 |
| 2015-04-01 | 10.0826796345619000 |
| 2015-05-01 | 10.1501795408920990 |
| 2015-06-01 | 10.1776200407885980 |
| 2015-07-01 | 10.1973029162145000 |
| 2015-08-01 | 10.1071091033564000 |
| 2015-09-01 | 10.1350955540803000 |
| 2015-10-01 | 10.2354539656197000 |
| 2015-11-01 | 10.1288340495643000 |
| 2015-12-01 | 10.3217249817737000 |
| 2016-01-01 | 10.2066242707824000 |
| 2016-02-01 | 10.2335070435198000 |
| 2016-03-01 | 10.2333622634665000 |
| 2016-04-01 | 10.3173492468798000 |
| 2016-05-01 | 10.2826452022022000 |
| 2016-06-01 | 10.5072999210031990 |
| 2016-07-01 | 10.6320080292758000 |
| 2016-08-01 | 10.7453564549059000 |
| 2016-09-01 | 10.8296671313678000 |
| 2016-10-01 | 10.7040975313759000 |
| 2016-11-01 | 10.7920404597662000 |
| 2016-12-01 | 10.7679965436832000 |
| 2017-01-01 | 10.6788425371265000 |
| 2017-02-01 | 10.7163349761970000 |
| 2017-03-01 | 10.9326743880138010 |
| 2017-04-01 | 10.6466617474191980 |
| 2017-05-01 | 10.7225953955615000 |
| 2017-06-01 | 10.6629315144834000 |
| 2017-07-01 | 10.6626011544680000 |
| 2017-08-01 | 10.6690847388888000 |
| 2017-09-01 | 10.5505302300662000 |
| 2017-10-01 | 10.8812871479765000 |
| 2017-11-01 | 10.9444565187039000 |
| 2017-12-01 | 10.9199859963025000 |
| 2018-01-01 | 11.0379652158904000 |
| 2018-02-01 | 11.0936959331166990 |
| 2018-03-01 | 11.2279501626889020 |
| 2018-04-01 | 11.1835014168163020 |
| 2018-05-01 | 11.1636419258373000 |
| 2018-06-01 | 11.1160017245833980 |
| 2018-07-01 | 11.1000093596374980 |
| 2018-08-01 | 10.8693552950033000 |
| 2018-09-01 | 10.8724652700733020 |
| 2018-10-01 | 10.6427817094336000 |
| 2018-11-01 | 10.6903179670661000 |
| 2018-12-01 | 10.6950581788824000 |
| 2019-01-01 | 10.5891853128823000 |
| 2019-02-01 | 10.5722327163044000 |
| 2019-03-01 | 10.5398983173254000 |
| 2019-04-01 | 10.4972064337982000 |
| 2019-05-01 | 10.2797872998523000 |
| 2019-06-01 | 10.1520294651231000 |
| 2019-07-01 | 10.1294537390435000 |
| 2019-08-01 | 10.1727372770113000 |
| 2019-09-01 | 10.2157159466256000 |
| 2019-10-01 | 10.2254926517806000 |
| 2019-11-01 | 10.1572275402373010 |
| 2019-12-01 | 10.1857370683714000 |
| 2020-01-01 | 10.3719193966771000 |
| 2020-02-01 | 10.3520625552428010 |
| 2020-03-01 | 10.3625599494348020 |
| 2020-04-01 | 6.7558091149828600 |
| 2020-05-01 | 8.1800479132336610 |
| 2020-06-01 | 8.7798534991267500 |
| 2020-07-01 | 9.1547944704869900 |
| 2020-08-01 | 9.4730994433593500 |
| 2020-09-01 | 9.6458232546567600 |
| 2020-10-01 | 10.0079808068172000 |
| 2020-11-01 | 10.2472377330308000 |
| 2020-12-01 | 10.5845442407744000 |
| 2021-01-01 | 10.5774623863097000 |
| 2021-02-01 | 10.4432125665447000 |
| 2021-03-01 | 10.5970809843140000 |
| 2021-04-01 | 10.3630618732079000 |
| 2021-05-01 | 10.3457517738843000 |
| 2021-06-01 | 10.5528142910175990 |
| 2021-07-01 | 10.5667699334213000 |
| 2021-08-01 | 10.7515746054881000 |
| 2021-09-01 | 10.6579869683490000 |
| 2021-10-01 | 10.8118684058796000 |
| 2021-11-01 | 10.9539644118350000 |
| 2021-12-01 | 10.6941015445840000 |
| 2022-01-01 | 10.5885292828655990 |
| 2022-02-01 | 10.8419931749199010 |
| 2022-03-01 | 10.8027547843007000 |
| 2022-04-01 | 11.4296818118721980 |
| 2022-05-01 | 11.2121777019958020 |
| 2022-06-01 | 11.1450633616929000 |
| 2022-07-01 | 10.7641246712568000 |
| 2022-08-01 | 10.3566622160292000 |
| 2022-09-01 | 10.3608268809396000 |
| 2022-10-01 | 10.2276558804680990 |
| 2022-11-01 | 10.2914376037716000 |
| 2022-12-01 | 10.2251800269333000 |
| 2023-01-01 | 10.0936925694751000 |
| 2023-02-01 | 10.2343458421204990 |
| 2023-03-01 | 9.9805099819630400 |
| 2023-04-01 | 10.1892329821525000 |
| 2023-05-01 | 10.1822881042496980 |
| 2023-06-01 | 9.6586017335743680 |
| 2023-07-01 | 9.6384085680692500 |
| 2023-08-01 | 9.7817676131073410 |
| 2023-09-01 | 9.8622497825779600 |
| 2023-10-01 | 9.8575014624234400 |
| 2023-11-01 | 9.7252298409652600 |
| 2023-12-01 | 9.8448827758715000 |
| 2024-01-01 | 10.0071186761263020 |
| 2024-02-01 | 9.8230596981642790 |
| 2024-03-01 | 9.9629775416156420 |
| 2024-04-01 | 9.8514220507905100 |
| 2024-05-01 | 9.9675189126510890 |
| 2024-06-01 | 9.9621050644451190 |
| 2024-07-01 | 10.2338623986278010 |
| 2024-08-01 | 10.0904470456288000 |
| 2024-09-01 | 10.1498841466443000 |
