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 2024-10-01 |
| Last Updated | 2024-11-20 5:36 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 | 3.5686797965643900 |
| 1990-02-01 | 3.6408913588581098 |
| 1990-03-01 | 3.7644899224914106 |
| 1990-04-01 | 3.8046972051338197 |
| 1990-05-01 | 4.0040203228846490 |
| 1990-06-01 | 3.9459020640863196 |
| 1990-07-01 | 3.7584874677200600 |
| 1990-08-01 | 4.1738309579067200 |
| 1990-09-01 | 4.2232777305968790 |
| 1990-10-01 | 4.2574258258250500 |
| 1990-11-01 | 4.1595115194578200 |
| 1990-12-01 | 4.1758771145264300 |
| 1991-01-01 | 4.1884918650344805 |
| 1991-02-01 | 4.2531581811743300 |
| 1991-03-01 | 4.0662319841280095 |
| 1991-04-01 | 4.2944944483117100 |
| 1991-05-01 | 4.3999841591696510 |
| 1991-06-01 | 4.5338477699113495 |
| 1991-07-01 | 4.5581007811311600 |
| 1991-08-01 | 4.3776863671685400 |
| 1991-09-01 | 4.3246268940720100 |
| 1991-10-01 | 4.3666677134521900 |
| 1991-11-01 | 4.3610395655664600 |
| 1991-12-01 | 4.3827051258328600 |
| 1992-01-01 | 4.1681618069565800 |
| 1992-02-01 | 4.2348770425391610 |
| 1992-03-01 | 4.2721514021968700 |
| 1992-04-01 | 4.3796287869107800 |
| 1992-05-01 | 4.1176893171379600 |
| 1992-06-01 | 4.1315847470147595 |
| 1992-07-01 | 4.1735837122260495 |
| 1992-08-01 | 4.1979475256396400 |
| 1992-09-01 | 4.2326341575800300 |
| 1992-10-01 | 4.2803454294296000 |
| 1992-11-01 | 4.3550994763158200 |
| 1992-12-01 | 4.3879276767089600 |
| 1993-01-01 | 4.4518986357898610 |
| 1993-02-01 | 4.4255107431564005 |
| 1993-03-01 | 4.3810163436542000 |
| 1993-04-01 | 4.4540907064177500 |
| 1993-05-01 | 4.5214844811173200 |
| 1993-06-01 | 4.5239493492641200 |
| 1993-07-01 | 4.5943433085685800 |
| 1993-08-01 | 4.6006231252783600 |
| 1993-09-01 | 4.6295346261033790 |
| 1993-10-01 | 4.5830950593235000 |
| 1993-11-01 | 4.6551160645022700 |
| 1993-12-01 | 4.6944395656861600 |
| 1994-01-01 | 4.8385695151020000 |
| 1994-02-01 | 5.0315069530124200 |
| 1994-03-01 | 5.1933077631762500 |
| 1994-04-01 | 5.1253589145627005 |
| 1994-05-01 | 5.0179063659635000 |
| 1994-06-01 | 5.1220594942153600 |
| 1994-07-01 | 5.0112362572768300 |
| 1994-08-01 | 4.9051442397977105 |
| 1994-09-01 | 5.0226154349686200 |
| 1994-10-01 | 4.9762243967064000 |
| 1994-11-01 | 5.0575497821596110 |
| 1994-12-01 | 4.9982090523346300 |
| 1995-01-01 | 5.6477810605582400 |
| 1995-02-01 | 5.5383164808069410 |
| 1995-03-01 | 5.7059770257258890 |
| 1995-04-01 | 5.3062528701219800 |
| 1995-05-01 | 5.3206655120001205 |
| 1995-06-01 | 5.3325343203765000 |
| 1995-07-01 | 5.1198815423188100 |
| 1995-08-01 | 5.3038409012208100 |
| 1995-09-01 | 5.3145625804412090 |
| 1995-10-01 | 5.3597246676550090 |
| 1995-11-01 | 5.3597620338317400 |
| 1995-12-01 | 5.2885888362310700 |
| 1996-01-01 | 5.5449381292485000 |
| 1996-02-01 | 5.4345924480345590 |
| 1996-03-01 | 5.5197878629653205 |
| 1996-04-01 | 5.7996197738835000 |
| 1996-05-01 | 5.8261677970613800 |
| 1996-06-01 | 5.7405200878737500 |
| 1996-07-01 | 5.7071802423858090 |
| 1996-08-01 | 5.8956190568259910 |
| 1996-09-01 | 5.8047231698147910 |
| 1996-10-01 | 5.8445197388779610 |
| 1996-11-01 | 5.6600467059164910 |
| 1996-12-01 | 5.7828746307293500 |
| 1997-01-01 | 5.6438065834156000 |
| 1997-02-01 | 5.7384445232697690 |
| 1997-03-01 | 5.8402030059843200 |
| 1997-04-01 | 5.8101118812985710 |
| 1997-05-01 | 5.8523246942991400 |
| 1997-06-01 | 5.7514980824059700 |
| 1997-07-01 | 5.8768712750438405 |
| 1997-08-01 | 5.7863904467933605 |
| 1997-09-01 | 5.8986705164184100 |
| 1997-10-01 | 5.9457564322535990 |
| 1997-11-01 | 6.1669314361668300 |
| 1997-12-01 | 6.1795186007463400 |
| 1998-01-01 | 5.7396320924562190 |
| 1998-02-01 | 5.7240657637133300 |
| 1998-03-01 | 5.6502889761183200 |
| 1998-04-01 | 5.5303637159720305 |
| 1998-05-01 | 5.4844167118497005 |
| 1998-06-01 | 5.5697090471347110 |
| 1998-07-01 | 5.5482546506848100 |
| 1998-08-01 | 5.4806351338089910 |
| 1998-09-01 | 5.4959728156997690 |
| 1998-10-01 | 5.5606682505564200 |
| 1998-11-01 | 5.6540514717731700 |
| 1998-12-01 | 5.7766179566323900 |
| 1999-01-01 | 5.8341180051777900 |
| 1999-02-01 | 5.9005415084355400 |
| 1999-03-01 | 5.9564476411619200 |
| 1999-04-01 | 6.1505175637497995 |
| 1999-05-01 | 6.1223963816083000 |
| 1999-06-01 | 6.1743551698810300 |
| 1999-07-01 | 6.2189265520939690 |
| 1999-08-01 | 6.2516420502741100 |
| 1999-09-01 | 6.2683669297265490 |
| 1999-10-01 | 6.2718609776299700 |
| 1999-11-01 | 6.3452830508748200 |
| 1999-12-01 | 6.3854354171972800 |
| 2000-01-01 | 6.5490067544950600 |
| 2000-02-01 | 6.5906596341030400 |
| 2000-03-01 | 6.5492615551348905 |
| 2000-04-01 | 6.6803246374370500 |
| 2000-05-01 | 6.8550444826699600 |
| 2000-06-01 | 7.0765999436852510 |
| 2000-07-01 | 7.3053566450321790 |
| 2000-08-01 | 7.3150384175571910 |
| 2000-09-01 | 7.3305832394996900 |
| 2000-10-01 | 6.9772621835712890 |
| 2000-11-01 | 7.0181933328542600 |
| 2000-12-01 | 7.1918353716691400 |
| 2001-01-01 | 7.4800301737097690 |
| 2001-02-01 | 7.4984092050175400 |
| 2001-03-01 | 7.5537194492460500 |
| 2001-04-01 | 7.7186171268750890 |
| 2001-05-01 | 7.4682860252415890 |
| 2001-06-01 | 7.3768528804547900 |
| 2001-07-01 | 7.3121906636767005 |
| 2001-08-01 | 7.4856011158420990 |
| 2001-09-01 | 7.5042562969244300 |
| 2001-10-01 | 7.5829180198502600 |
| 2001-11-01 | 7.6003608251603610 |
| 2001-12-01 | 7.5822551937524905 |
| 2002-01-01 | 7.5215278640669300 |
| 2002-02-01 | 7.8122793228935805 |
| 2002-03-01 | 7.7492972824280090 |
| 2002-04-01 | 7.3304599856007195 |
| 2002-05-01 | 7.3520247094056000 |
| 2002-06-01 | 7.3863875148905200 |
| 2002-07-01 | 7.4253974634533600 |
| 2002-08-01 | 7.3714617373233090 |
| 2002-09-01 | 7.4918756565116700 |
| 2002-10-01 | 7.5864598895104300 |
| 2002-11-01 | 7.5803495872705400 |
| 2002-12-01 | 7.9421918084086900 |
| 2003-01-01 | 7.5794624939033300 |
| 2003-02-01 | 7.5252808862293800 |
| 2003-03-01 | 7.6649418467437895 |
| 2003-04-01 | 7.4420519285328300 |
| 2003-05-01 | 7.5260621862577590 |
| 2003-06-01 | 7.5802326944189200 |
| 2003-07-01 | 7.4282466021296300 |
| 2003-08-01 | 7.4503392383199210 |
| 2003-09-01 | 7.4856688083436000 |
| 2003-10-01 | 7.5975058647942900 |
| 2003-11-01 | 7.7732678842237695 |
| 2003-12-01 | 7.7961850109327900 |
| 2004-01-01 | 7.8496439509182500 |
| 2004-02-01 | 7.9590545269838200 |
| 2004-03-01 | 8.0989788906485200 |
| 2004-04-01 | 8.3283255133206800 |
| 2004-05-01 | 8.4889112693663210 |
| 2004-06-01 | 8.5582158254586900 |
| 2004-07-01 | 8.7217628073265000 |
| 2004-08-01 | 8.7841382274715100 |
| 2004-09-01 | 8.7610969929731800 |
| 2004-10-01 | 8.5130522488501300 |
| 2004-11-01 | 8.4823318426851400 |
| 2004-12-01 | 8.2525958292033200 |
| 2005-01-01 | 8.4132874609546500 |
| 2005-02-01 | 8.5918360191350590 |
| 2005-03-01 | 8.5490035268148610 |
| 2005-04-01 | 8.7108361017653500 |
| 2005-05-01 | 8.6551253902622700 |
| 2005-06-01 | 8.6207329107197310 |
| 2005-07-01 | 8.9133515398949700 |
| 2005-08-01 | 8.9583197916376080 |
| 2005-09-01 | 9.0656030555212600 |
| 2005-10-01 | 9.2301883700816500 |
| 2005-11-01 | 9.3182141591994390 |
| 2005-12-01 | 9.5431515067891100 |
| 2006-01-01 | 9.4792014386521190 |
| 2006-02-01 | 9.4213041876412600 |
| 2006-03-01 | 9.2821963671830200 |
| 2006-04-01 | 9.1727069669425300 |
| 2006-05-01 | 9.2207704897932300 |
| 2006-06-01 | 9.4816082825341180 |
| 2006-07-01 | 8.9055326029874400 |
| 2006-08-01 | 8.9650815977832900 |
| 2006-09-01 | 8.9004685534040800 |
| 2006-10-01 | 8.8277728444049900 |
| 2006-11-01 | 8.9635000226825900 |
| 2006-12-01 | 8.8741720729704810 |
| 2007-01-01 | 8.7241829879945700 |
| 2007-02-01 | 8.7981177886909720 |
| 2007-03-01 | 8.8627725074470000 |
| 2007-04-01 | 9.1475679627930990 |
| 2007-05-01 | 9.1069377100849990 |
| 2007-06-01 | 9.1482858978826300 |
| 2007-07-01 | 9.0855006534047900 |
| 2007-08-01 | 9.1778226647381180 |
| 2007-09-01 | 9.3319445822726600 |
| 2007-10-01 | 8.7289821659071900 |
| 2007-11-01 | 8.7981902346288500 |
| 2007-12-01 | 8.9375142874972200 |
| 2008-01-01 | 8.8008554143667000 |
| 2008-02-01 | 8.6915437163528400 |
| 2008-03-01 | 8.5216179686081000 |
| 2008-04-01 | 8.3199562604067890 |
| 2008-05-01 | 8.1999203429478300 |
| 2008-06-01 | 8.2282383764832190 |
| 2008-07-01 | 7.9828409825416000 |
| 2008-08-01 | 7.8512178705614290 |
| 2008-09-01 | 7.7997580776871700 |
| 2008-10-01 | 7.7331138029509810 |
| 2008-11-01 | 7.5073169982446695 |
| 2008-12-01 | 7.2906459461942400 |
| 2009-01-01 | 7.2018944017568000 |
| 2009-02-01 | 6.9491521069030900 |
| 2009-03-01 | 6.8683711143774290 |
| 2009-04-01 | 6.5144611693434300 |
| 2009-05-01 | 6.7111562784611390 |
| 2009-06-01 | 6.5387955397866100 |
| 2009-07-01 | 6.6816598996976400 |
| 2009-08-01 | 6.6010897220225090 |
| 2009-09-01 | 6.8363093041043400 |
| 2009-10-01 | 7.0510021595390700 |
| 2009-11-01 | 7.1100951595903600 |
| 2009-12-01 | 7.2475787489159500 |
| 2010-01-01 | 7.5009344530120000 |
| 2010-02-01 | 7.7676878748384500 |
| 2010-03-01 | 7.8546657241301400 |
| 2010-04-01 | 7.8708880070015000 |
| 2010-05-01 | 7.7778851373307000 |
| 2010-06-01 | 7.8935616314481700 |
| 2010-07-01 | 7.9411676842602406 |
| 2010-08-01 | 7.8745363722577500 |
| 2010-09-01 | 7.6399149955499700 |
| 2010-10-01 | 7.5737268941184610 |
| 2010-11-01 | 7.6128712537717000 |
| 2010-12-01 | 7.5868662716484900 |
| 2011-01-01 | 7.7074024519041700 |
| 2011-02-01 | 7.6720639881296300 |
| 2011-03-01 | 7.7521275894537500 |
| 2011-04-01 | 7.8640918836328600 |
| 2011-05-01 | 7.8637953050608700 |
| 2011-06-01 | 7.8750380342637700 |
| 2011-07-01 | 7.7418729610759600 |
| 2011-08-01 | 7.7742721691583090 |
| 2011-09-01 | 7.8358830163512700 |
| 2011-10-01 | 7.8945285860774600 |
| 2011-11-01 | 7.9989004727501200 |
| 2011-12-01 | 7.9994756972554410 |
| 2012-01-01 | 7.9262397637476510 |
| 2012-02-01 | 8.2005426218502200 |
| 2012-03-01 | 8.6775959329070200 |
| 2012-04-01 | 8.5627777369020310 |
| 2012-05-01 | 8.6325789160594100 |
| 2012-06-01 | 8.7275497203594600 |
| 2012-07-01 | 9.0349497997926310 |
| 2012-08-01 | 9.1428284928910800 |
| 2012-09-01 | 9.4044086271588210 |
| 2012-10-01 | 9.1037745355292690 |
| 2012-11-01 | 8.9907448448883490 |
| 2012-12-01 | 9.2918703514069600 |
| 2013-01-01 | 9.2938170391471300 |
| 2013-02-01 | 9.4478923211337110 |
| 2013-03-01 | 9.4151188554020000 |
| 2013-04-01 | 9.3853844399691080 |
| 2013-05-01 | 9.5222522120091400 |
| 2013-06-01 | 9.4831044373792790 |
| 2013-07-01 | 9.5487766932162800 |
| 2013-08-01 | 9.6400786260411900 |
| 2013-09-01 | 9.7728191073259900 |
| 2013-10-01 | 9.7935529140853900 |
| 2013-11-01 | 9.8789579650520900 |
| 2013-12-01 | 9.8416580778325900 |
| 2014-01-01 | 9.5081833276308690 |
| 2014-02-01 | 9.7577964248208020 |
| 2014-03-01 | 9.8405401043438100 |
| 2014-04-01 | 10.0344410725244020 |
| 2014-05-01 | 10.3166744297826990 |
| 2014-06-01 | 10.2593346020711000 |
| 2014-07-01 | 10.0724018741651980 |
| 2014-08-01 | 10.1661851108776000 |
| 2014-09-01 | 10.1428240467773010 |
| 2014-10-01 | 10.1585430790167000 |
| 2014-11-01 | 10.0543014296579010 |
| 2014-12-01 | 10.0795786955301980 |
| 2015-01-01 | 10.1278241329818000 |
| 2015-02-01 | 10.1585520674290990 |
| 2015-03-01 | 10.1485155447307000 |
| 2015-04-01 | 10.0826495202450990 |
| 2015-05-01 | 10.1501205639949000 |
| 2015-06-01 | 10.1775253000895000 |
| 2015-07-01 | 10.1971986071101000 |
| 2015-08-01 | 10.1070318292553000 |
| 2015-09-01 | 10.1350661571571000 |
| 2015-10-01 | 10.2355768571586000 |
| 2015-11-01 | 10.1289789450500000 |
| 2015-12-01 | 10.3219300029631000 |
| 2016-01-01 | 10.2067887401670010 |
| 2016-02-01 | 10.2335864258596980 |
| 2016-03-01 | 10.2333457930124000 |
| 2016-04-01 | 10.3172386444553010 |
| 2016-05-01 | 10.2824987844677000 |
| 2016-06-01 | 10.5067401845534000 |
| 2016-07-01 | 10.6318266705711000 |
| 2016-08-01 | 10.7452360106758000 |
| 2016-09-01 | 10.8296427040534000 |
| 2016-10-01 | 10.7044114856309010 |
| 2016-11-01 | 10.7924378440261000 |
| 2016-12-01 | 10.7684887305819980 |
| 2017-01-01 | 10.6793236357013010 |
| 2017-02-01 | 10.7167472797699000 |
| 2017-03-01 | 10.9329969553745980 |
| 2017-04-01 | 10.6447914710455000 |
| 2017-05-01 | 10.7228131455920010 |
| 2017-06-01 | 10.6621866738389000 |
| 2017-07-01 | 10.6624790992404000 |
| 2017-08-01 | 10.6689243865022000 |
| 2017-09-01 | 10.5503033933829010 |
| 2017-10-01 | 10.8812300607634000 |
| 2017-11-01 | 10.9442541334114000 |
| 2017-12-01 | 10.9237493353080990 |
| 2018-01-01 | 11.0379610107390000 |
| 2018-02-01 | 11.0938994986346980 |
| 2018-03-01 | 11.2283347199856000 |
| 2018-04-01 | 11.1795682661946980 |
| 2018-05-01 | 11.1642154019916990 |
| 2018-06-01 | 11.1150966527640980 |
| 2018-07-01 | 11.1001003153101990 |
| 2018-08-01 | 10.8693915431405000 |
| 2018-09-01 | 10.8724091798813000 |
| 2018-10-01 | 10.6429093207675990 |
| 2018-11-01 | 10.6881092885028010 |
| 2018-12-01 | 10.7027706172984000 |
| 2019-01-01 | 10.5867342780174990 |
| 2019-02-01 | 10.5728043116631000 |
| 2019-03-01 | 10.5400904788734000 |
| 2019-04-01 | 10.4922885327779000 |
| 2019-05-01 | 10.2814590044889020 |
| 2019-06-01 | 10.1515923190763000 |
| 2019-07-01 | 10.1299821662295990 |
| 2019-08-01 | 10.1720768360156000 |
| 2019-09-01 | 10.2160825881053010 |
| 2019-10-01 | 10.2257461290106980 |
| 2019-11-01 | 10.1528500184154020 |
| 2019-12-01 | 10.1963782893731980 |
| 2020-01-01 | 10.3664780865813010 |
| 2020-02-01 | 10.3522396449857000 |
| 2020-03-01 | 10.3619288345813000 |
| 2020-04-01 | 6.7545085120033710 |
| 2020-05-01 | 8.1821851393042900 |
| 2020-06-01 | 8.7782849625225800 |
| 2020-07-01 | 9.1563175528380300 |
| 2020-08-01 | 9.4724180824564600 |
| 2020-09-01 | 9.6469245313933690 |
| 2020-10-01 | 10.0085100901586000 |
| 2020-11-01 | 10.2406739468362000 |
| 2020-12-01 | 10.5953285122852000 |
| 2021-01-01 | 10.5689096613054000 |
| 2021-02-01 | 10.4432455968524000 |
| 2021-03-01 | 10.5958841564510000 |
| 2021-04-01 | 10.3642631671801000 |
| 2021-05-01 | 10.3499009756289000 |
| 2021-06-01 | 10.5503237608002000 |
| 2021-07-01 | 10.5706215655266980 |
| 2021-08-01 | 10.7520170010080010 |
| 2021-09-01 | 10.6622761737664000 |
| 2021-10-01 | 10.8086548400321010 |
| 2021-11-01 | 10.9435545413837010 |
| 2021-12-01 | 10.7023180145606000 |
| 2022-01-01 | 10.5781774058510010 |
| 2022-02-01 | 10.8411692914760990 |
| 2022-03-01 | 10.8018175249040990 |
| 2022-04-01 | 11.4367521345626000 |
| 2022-05-01 | 11.2176299219502000 |
| 2022-06-01 | 11.1417820488756000 |
| 2022-07-01 | 10.7696374933512000 |
| 2022-08-01 | 10.3583427328393000 |
| 2022-09-01 | 10.3663999540310000 |
| 2022-10-01 | 10.2263875233522000 |
| 2022-11-01 | 10.2779633660471000 |
| 2022-12-01 | 10.2273402253235000 |
| 2023-01-01 | 10.0821661372544000 |
| 2023-02-01 | 10.2334157499071000 |
| 2023-03-01 | 9.9801221803656300 |
| 2023-04-01 | 10.1990480794934000 |
| 2023-05-01 | 10.1882071279075000 |
| 2023-06-01 | 9.6563122419954500 |
| 2023-07-01 | 9.6441670697644300 |
| 2023-08-01 | 9.7837058594431800 |
| 2023-09-01 | 9.8685686479704610 |
| 2023-10-01 | 9.8598216644374500 |
| 2023-11-01 | 9.7095216548071400 |
| 2023-12-01 | 9.8407389612533010 |
| 2024-01-01 | 9.9954093969719810 |
| 2024-02-01 | 9.8214964630364710 |
| 2024-03-01 | 9.9631277583835900 |
| 2024-04-01 | 9.8645088264381700 |
| 2024-05-01 | 9.9738857298794000 |
| 2024-06-01 | 9.9594509305753310 |
| 2024-07-01 | 10.2403007727395000 |
| 2024-08-01 | 10.0925488607830000 |
| 2024-09-01 | 10.1552500381076000 |
| 2024-10-01 | 10.1788137584880000 |
