Table Data - All Employees: Professional and Business Services in South Bend-Mishawaka, IN-MI (MSA)
| Title | All Employees: Professional and Business Services in South Bend-Mishawaka, IN-MI (MSA) |
|---|---|
| Series ID | SOUT718PBSV |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 9:52 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 | 9.8616653415 |
| 1990-02-01 | 9.7864275439 |
| 1990-03-01 | 9.8863873328 |
| 1990-04-01 | 9.6788898701 |
| 1990-05-01 | 9.5896101978 |
| 1990-06-01 | 9.5657234844 |
| 1990-07-01 | 9.7625050914 |
| 1990-08-01 | 9.7897528022 |
| 1990-09-01 | 9.7872026797 |
| 1990-10-01 | 9.6110366715 |
| 1990-11-01 | 9.3428615794 |
| 1990-12-01 | 9.5305854980 |
| 1991-01-01 | 9.7752990559 |
| 1991-02-01 | 9.7902537380 |
| 1991-03-01 | 9.5914080238 |
| 1991-04-01 | 9.6581998002 |
| 1991-05-01 | 9.6787709871 |
| 1991-06-01 | 9.8712748459 |
| 1991-07-01 | 9.7596954671 |
| 1991-08-01 | 9.8858169670 |
| 1991-09-01 | 9.9075863484 |
| 1991-10-01 | 9.8157838814 |
| 1991-11-01 | 9.8535824957 |
| 1991-12-01 | 9.8314487352 |
| 1992-01-01 | 9.9752213143 |
| 1992-02-01 | 10.0843607880 |
| 1992-03-01 | 10.2850382271 |
| 1992-04-01 | 9.9299476780 |
| 1992-05-01 | 10.4713848252 |
| 1992-06-01 | 10.5648733324 |
| 1992-07-01 | 10.6738954421 |
| 1992-08-01 | 10.6835448575 |
| 1992-09-01 | 10.7502740090 |
| 1992-10-01 | 11.5310311210 |
| 1992-11-01 | 11.5645443181 |
| 1992-12-01 | 11.7243239920 |
| 1993-01-01 | 11.4612765899 |
| 1993-02-01 | 11.3643178347 |
| 1993-03-01 | 11.4548276327 |
| 1993-04-01 | 11.7143038953 |
| 1993-05-01 | 11.8760547132 |
| 1993-06-01 | 11.7731858185 |
| 1993-07-01 | 11.4898398347 |
| 1993-08-01 | 11.8621551601 |
| 1993-09-01 | 11.9998605528 |
| 1993-10-01 | 12.1513022895 |
| 1993-11-01 | 12.0865160387 |
| 1993-12-01 | 12.2214545166 |
| 1994-01-01 | 12.0357523264 |
| 1994-02-01 | 12.2357223879 |
| 1994-03-01 | 12.3135276671 |
| 1994-04-01 | 12.6078735326 |
| 1994-05-01 | 12.5918404106 |
| 1994-06-01 | 12.5795813495 |
| 1994-07-01 | 12.9130264847 |
| 1994-08-01 | 12.7176286814 |
| 1994-09-01 | 12.6457445027 |
| 1994-10-01 | 12.6803798739 |
| 1994-11-01 | 12.7262499777 |
| 1994-12-01 | 12.7114504754 |
| 1995-01-01 | 13.0129735256 |
| 1995-02-01 | 12.8870881931 |
| 1995-03-01 | 13.0668516738 |
| 1995-04-01 | 12.8250253147 |
| 1995-05-01 | 12.6324178225 |
| 1995-06-01 | 12.8983220962 |
| 1995-07-01 | 12.5076691685 |
| 1995-08-01 | 12.5495214594 |
| 1995-09-01 | 12.5643858307 |
| 1995-10-01 | 12.5178901920 |
| 1995-11-01 | 12.6836498740 |
| 1995-12-01 | 12.6204146069 |
| 1996-01-01 | 12.7791516155 |
| 1996-02-01 | 12.7298690761 |
| 1996-03-01 | 12.6405327791 |
| 1996-04-01 | 12.4491047753 |
| 1996-05-01 | 12.9831063233 |
| 1996-06-01 | 12.6058400365 |
| 1996-07-01 | 12.7029668319 |
| 1996-08-01 | 12.9774993175 |
| 1996-09-01 | 12.9595360843 |
| 1996-10-01 | 13.0610022201 |
| 1996-11-01 | 12.9314154796 |
| 1996-12-01 | 12.9119456708 |
| 1997-01-01 | 12.9537355956 |
| 1997-02-01 | 12.8788683475 |
| 1997-03-01 | 13.3283806708 |
| 1997-04-01 | 13.3968914035 |
| 1997-05-01 | 13.7371830437 |
| 1997-06-01 | 13.4322124421 |
| 1997-07-01 | 13.3874859389 |
| 1997-08-01 | 13.4179185563 |
| 1997-09-01 | 13.3248598378 |
| 1997-10-01 | 13.4775194787 |
| 1997-11-01 | 13.5465171082 |
| 1997-12-01 | 13.7914804102 |
| 1998-01-01 | 12.5472630107 |
| 1998-02-01 | 12.7663139406 |
| 1998-03-01 | 12.6421516905 |
| 1998-04-01 | 12.6338252355 |
| 1998-05-01 | 12.6811286835 |
| 1998-06-01 | 12.8636110075 |
| 1998-07-01 | 12.9876673403 |
| 1998-08-01 | 12.8752292134 |
| 1998-09-01 | 12.9832693088 |
| 1998-10-01 | 12.8668209231 |
| 1998-11-01 | 12.8225107944 |
| 1998-12-01 | 12.8401227867 |
| 1999-01-01 | 13.1621802399 |
| 1999-02-01 | 13.2801184470 |
| 1999-03-01 | 13.1761339650 |
| 1999-04-01 | 13.5744934048 |
| 1999-05-01 | 13.6246324408 |
| 1999-06-01 | 13.6128353048 |
| 1999-07-01 | 13.9806086864 |
| 1999-08-01 | 13.6543282327 |
| 1999-09-01 | 13.5262868016 |
| 1999-10-01 | 13.4349111589 |
| 1999-11-01 | 13.4582325082 |
| 1999-12-01 | 13.5893512316 |
| 2000-01-01 | 13.5878928047 |
| 2000-02-01 | 13.5322774492 |
| 2000-03-01 | 13.7151956180 |
| 2000-04-01 | 13.4057586584 |
| 2000-05-01 | 13.4427671602 |
| 2000-06-01 | 13.5478727253 |
| 2000-07-01 | 13.9951890507 |
| 2000-08-01 | 13.7484973619 |
| 2000-09-01 | 13.8908783723 |
| 2000-10-01 | 13.9089256927 |
| 2000-11-01 | 13.9561210616 |
| 2000-12-01 | 13.9223121826 |
| 2001-01-01 | 14.0310347295 |
| 2001-02-01 | 14.0009009030 |
| 2001-03-01 | 13.9488254882 |
| 2001-04-01 | 13.9394026446 |
| 2001-05-01 | 13.8371820590 |
| 2001-06-01 | 13.8663536188 |
| 2001-07-01 | 13.7214333142 |
| 2001-08-01 | 13.8593035415 |
| 2001-09-01 | 13.9655321962 |
| 2001-10-01 | 13.7802147765 |
| 2001-11-01 | 13.5396667546 |
| 2001-12-01 | 13.4641891666 |
| 2002-01-01 | 13.4981799731 |
| 2002-02-01 | 13.4830053693 |
| 2002-03-01 | 13.2803959905 |
| 2002-04-01 | 13.6600057414 |
| 2002-05-01 | 13.6978283031 |
| 2002-06-01 | 13.7377409021 |
| 2002-07-01 | 14.1582965124 |
| 2002-08-01 | 14.1726807970 |
| 2002-09-01 | 14.4623271668 |
| 2002-10-01 | 14.8683836569 |
| 2002-11-01 | 14.6562234656 |
| 2002-12-01 | 14.8185094481 |
| 2003-01-01 | 14.4778597233 |
| 2003-02-01 | 14.3359518583 |
| 2003-03-01 | 14.4041284709 |
| 2003-04-01 | 14.1697437267 |
| 2003-05-01 | 14.2522020454 |
| 2003-06-01 | 14.0897981961 |
| 2003-07-01 | 14.0792087133 |
| 2003-08-01 | 13.9865060698 |
| 2003-09-01 | 13.8514057364 |
| 2003-10-01 | 13.8816552161 |
| 2003-11-01 | 14.2293155192 |
| 2003-12-01 | 14.1922015840 |
| 2004-01-01 | 14.2432829762 |
| 2004-02-01 | 14.3588877325 |
| 2004-03-01 | 14.4176837192 |
| 2004-04-01 | 14.7788888523 |
| 2004-05-01 | 14.6055246563 |
| 2004-06-01 | 14.6175506308 |
| 2004-07-01 | 14.3998556673 |
| 2004-08-01 | 14.3815539328 |
| 2004-09-01 | 14.3381209674 |
| 2004-10-01 | 14.8238459927 |
| 2004-11-01 | 14.5622855090 |
| 2004-12-01 | 14.2877972839 |
| 2005-01-01 | 13.8860221308 |
| 2005-02-01 | 13.9434003558 |
| 2005-03-01 | 13.9080453164 |
| 2005-04-01 | 13.7722838374 |
| 2005-05-01 | 13.9813845842 |
| 2005-06-01 | 13.8545280828 |
| 2005-07-01 | 13.2196107012 |
| 2005-08-01 | 13.3842602104 |
| 2005-09-01 | 13.3192905901 |
| 2005-10-01 | 13.1642231142 |
| 2005-11-01 | 12.9238455351 |
| 2005-12-01 | 12.7997419568 |
| 2006-01-01 | 12.6848254401 |
| 2006-02-01 | 12.8139232195 |
| 2006-03-01 | 12.7926721728 |
| 2006-04-01 | 12.7616994186 |
| 2006-05-01 | 12.7685937228 |
| 2006-06-01 | 12.7124793992 |
| 2006-07-01 | 12.9383394505 |
| 2006-08-01 | 13.0862169128 |
| 2006-09-01 | 13.1104281380 |
| 2006-10-01 | 13.0855439956 |
| 2006-11-01 | 13.0977700584 |
| 2006-12-01 | 13.4368767411 |
| 2007-01-01 | 13.4536398566 |
| 2007-02-01 | 13.5695297992 |
| 2007-03-01 | 13.5781505258 |
| 2007-04-01 | 13.4311532157 |
| 2007-05-01 | 13.5638966411 |
| 2007-06-01 | 13.8162556647 |
| 2007-07-01 | 13.6367281882 |
| 2007-08-01 | 13.7984799463 |
| 2007-09-01 | 13.8110524009 |
| 2007-10-01 | 13.5932048206 |
| 2007-11-01 | 13.5598491918 |
| 2007-12-01 | 13.5900646343 |
| 2008-01-01 | 13.3860557146 |
| 2008-02-01 | 13.4407436417 |
| 2008-03-01 | 13.3756240905 |
| 2008-04-01 | 13.2934340926 |
| 2008-05-01 | 13.1453932198 |
| 2008-06-01 | 13.1351974251 |
| 2008-07-01 | 12.9302154677 |
| 2008-08-01 | 12.7193070006 |
| 2008-09-01 | 12.7444497568 |
| 2008-10-01 | 12.5813023263 |
| 2008-11-01 | 12.4898680108 |
| 2008-12-01 | 12.3474137457 |
| 2009-01-01 | 12.2243672844 |
| 2009-02-01 | 11.9161136822 |
| 2009-03-01 | 11.7821116780 |
| 2009-04-01 | 11.6433647401 |
| 2009-05-01 | 11.5363986346 |
| 2009-06-01 | 11.2706834533 |
| 2009-07-01 | 11.3041361733 |
| 2009-08-01 | 11.3473595387 |
| 2009-09-01 | 11.2903622372 |
| 2009-10-01 | 11.5523191926 |
| 2009-11-01 | 11.6925594160 |
| 2009-12-01 | 11.8119519070 |
| 2010-01-01 | 11.9570827553 |
| 2010-02-01 | 12.1067033516 |
| 2010-03-01 | 12.1899843268 |
| 2010-04-01 | 12.2094206311 |
| 2010-05-01 | 12.3312038723 |
| 2010-06-01 | 12.4052358119 |
| 2010-07-01 | 12.4780529323 |
| 2010-08-01 | 12.4731705722 |
| 2010-09-01 | 12.5507687500 |
| 2010-10-01 | 11.8967713881 |
| 2010-11-01 | 11.8782079348 |
| 2010-12-01 | 12.0575542186 |
| 2011-01-01 | 12.4183159219 |
| 2011-02-01 | 12.2936924076 |
| 2011-03-01 | 12.2969661963 |
| 2011-04-01 | 12.5969465816 |
| 2011-05-01 | 12.7380606436 |
| 2011-06-01 | 12.9409102757 |
| 2011-07-01 | 12.2512717499 |
| 2011-08-01 | 12.1952019013 |
| 2011-09-01 | 12.0947717855 |
| 2011-10-01 | 12.2436052980 |
| 2011-11-01 | 12.1547068206 |
| 2011-12-01 | 12.1809857046 |
| 2012-01-01 | 11.7816699242 |
| 2012-02-01 | 11.9915076086 |
| 2012-03-01 | 11.9149169765 |
| 2012-04-01 | 11.9087607708 |
| 2012-05-01 | 11.7369657240 |
| 2012-06-01 | 11.8556794259 |
| 2012-07-01 | 12.2427341688 |
| 2012-08-01 | 12.5214807680 |
| 2012-09-01 | 12.7472027265 |
| 2012-10-01 | 12.0898351525 |
| 2012-11-01 | 12.1155889813 |
| 2012-12-01 | 12.0650768810 |
| 2013-01-01 | 12.2625939681 |
| 2013-02-01 | 12.2893717966 |
| 2013-03-01 | 12.4354701168 |
| 2013-04-01 | 12.2326006975 |
| 2013-05-01 | 12.2500615555 |
| 2013-06-01 | 12.4693069177 |
| 2013-07-01 | 12.4304527684 |
| 2013-08-01 | 12.5476396758 |
| 2013-09-01 | 12.5805812783 |
| 2013-10-01 | 12.7632422805 |
| 2013-11-01 | 12.6755233351 |
| 2013-12-01 | 12.7391584543 |
| 2014-01-01 | 12.7303414469 |
| 2014-02-01 | 12.7876520744 |
| 2014-03-01 | 12.7474355539 |
| 2014-04-01 | 12.8675302171 |
| 2014-05-01 | 12.9624849363 |
| 2014-06-01 | 12.7862014591 |
| 2014-07-01 | 12.6248476234 |
| 2014-08-01 | 12.6680077382 |
| 2014-09-01 | 12.8117692255 |
| 2014-10-01 | 12.9518358531 |
| 2014-11-01 | 13.1423701190 |
| 2014-12-01 | 13.0966825989 |
| 2015-01-01 | 13.0058125550 |
| 2015-02-01 | 12.9820728133 |
| 2015-03-01 | 12.9521307901 |
| 2015-04-01 | 13.0957809818 |
| 2015-05-01 | 13.3822754542 |
| 2015-06-01 | 13.4024349184 |
| 2015-07-01 | 13.5236396382 |
| 2015-08-01 | 13.4780427774 |
| 2015-09-01 | 13.4198444085 |
| 2015-10-01 | 13.5638105793 |
| 2015-11-01 | 13.6241619217 |
| 2015-12-01 | 13.5617245076 |
| 2016-01-01 | 13.7751557418 |
| 2016-02-01 | 13.7853456605 |
| 2016-03-01 | 13.8558541176 |
| 2016-04-01 | 14.0110915440 |
| 2016-05-01 | 13.9996057094 |
| 2016-06-01 | 14.1148898026 |
| 2016-07-01 | 14.2214577066 |
| 2016-08-01 | 14.2774579109 |
| 2016-09-01 | 14.3240489991 |
| 2016-10-01 | 14.2735445724 |
| 2016-11-01 | 14.3210825583 |
| 2016-12-01 | 14.3312256863 |
| 2017-01-01 | 14.3608885594 |
| 2017-02-01 | 14.3889292405 |
| 2017-03-01 | 14.3583586060 |
| 2017-04-01 | 13.9099836874 |
| 2017-05-01 | 13.8316450109 |
| 2017-06-01 | 13.9205508549 |
| 2017-07-01 | 14.0159874703 |
| 2017-08-01 | 13.9589312083 |
| 2017-09-01 | 14.0225394883 |
| 2017-10-01 | 13.8847383540 |
| 2017-11-01 | 13.9349057457 |
| 2017-12-01 | 14.0198859615 |
| 2018-01-01 | 13.7467067920 |
| 2018-02-01 | 13.8854892688 |
| 2018-03-01 | 13.9498887010 |
| 2018-04-01 | 13.8058751219 |
| 2018-05-01 | 13.7676867389 |
| 2018-06-01 | 13.8283323453 |
| 2018-07-01 | 13.7057055877 |
| 2018-08-01 | 13.7408239027 |
| 2018-09-01 | 13.7259603667 |
| 2018-10-01 | 13.7778278997 |
| 2018-11-01 | 13.8541049195 |
| 2018-12-01 | 13.9234505055 |
| 2019-01-01 | 14.0424083034 |
| 2019-02-01 | 13.9735558987 |
| 2019-03-01 | 13.8460727892 |
| 2019-04-01 | 14.2928974859 |
| 2019-05-01 | 14.2951137721 |
| 2019-06-01 | 14.3264111797 |
| 2019-07-01 | 14.1024207639 |
| 2019-08-01 | 14.4313306761 |
| 2019-09-01 | 14.5477120960 |
| 2019-10-01 | 14.4524706479 |
| 2019-11-01 | 14.3643979937 |
| 2019-12-01 | 14.3404659989 |
| 2020-01-01 | 14.2420187211 |
| 2020-02-01 | 14.2599148546 |
| 2020-03-01 | 14.2462275485 |
| 2020-04-01 | 12.1812442742 |
| 2020-05-01 | 12.6096454602 |
| 2020-06-01 | 12.8287678139 |
| 2020-07-01 | 12.7886263540 |
| 2020-08-01 | 13.0245044241 |
| 2020-09-01 | 13.0626632744 |
| 2020-10-01 | 13.2157584075 |
| 2020-11-01 | 13.3787018977 |
| 2020-12-01 | 13.5732973058 |
| 2021-01-01 | 13.7603723488 |
| 2021-02-01 | 13.8534298005 |
| 2021-03-01 | 13.9462616857 |
| 2021-04-01 | 13.9676737635 |
| 2021-05-01 | 13.9100502467 |
| 2021-06-01 | 13.8168876418 |
| 2021-07-01 | 13.9725476785 |
| 2021-08-01 | 13.8149714304 |
| 2021-09-01 | 13.7703114141 |
| 2021-10-01 | 13.7919932175 |
| 2021-11-01 | 13.7985422781 |
| 2021-12-01 | 13.7113857465 |
| 2022-01-01 | 13.7896986657 |
| 2022-02-01 | 13.7537322303 |
| 2022-03-01 | 13.5315434274 |
| 2022-04-01 | 13.4514668660 |
| 2022-05-01 | 13.2969527438 |
| 2022-06-01 | 13.3149283842 |
| 2022-07-01 | 13.3575804995 |
| 2022-08-01 | 13.1165334937 |
| 2022-09-01 | 13.2498585563 |
| 2022-10-01 | 13.5729869095 |
| 2022-11-01 | 13.6197892187 |
| 2022-12-01 | 13.5414839530 |
| 2023-01-01 | 13.5363403590 |
| 2023-02-01 | 13.5652458365 |
| 2023-03-01 | 13.6149659824 |
| 2023-04-01 | 13.1452127413 |
| 2023-05-01 | 13.2729734091 |
| 2023-06-01 | 13.1978417231 |
| 2023-07-01 | 13.0493483110 |
| 2023-08-01 | 13.0155657837 |
| 2023-09-01 | 12.9312538638 |
| 2023-10-01 | 12.7653913659 |
| 2023-11-01 | 12.5329167101 |
| 2023-12-01 | 12.5619771361 |
| 2024-01-01 | 12.4783273454 |
| 2024-02-01 | 12.4855291290 |
| 2024-03-01 | 12.7014946255 |
| 2024-04-01 | 12.8442482434 |
| 2024-05-01 | 12.9439481979 |
| 2024-06-01 | 13.1802938528 |
| 2024-07-01 | 13.0516509239 |
| 2024-08-01 | 13.0148361843 |
| 2024-09-01 | 12.9993265158 |
| 2024-10-01 | 12.8590397460 |
| 2024-11-01 | 12.9474688776 |
| 2024-12-01 | 12.9714746075 |
| 2025-01-01 | 13.0176718080 |
| 2025-02-01 | 13.0113611517 |
| 2025-03-01 | 13.0991214064 |
| 2025-04-01 | 13.1499789489 |
| 2025-05-01 | 13.1129812499 |
| 2025-06-01 | 13.0540293112 |
| 2025-07-01 | 12.9530765355 |
| 2025-08-01 | 13.1079888818 |
| 2025-09-01 | 13.3838830863 |
| 2025-10-01 | 13.4683466870 |
| 2025-11-01 | 13.4567315402 |
| 2025-12-01 | 13.4737064156 |
| 2026-01-01 | 13.4365042409 |
| 2026-02-01 | 13.5273135486 |
| 2026-03-01 | 13.4956512161 |
| 2026-04-01 | 13.4527842313 |
| 2026-05-01 | 13.5936196427 |
| 2026-06-01 | 13.6418469991 |
| 2026-07-01 | 13.6555622336 |
| 2026-08-01 | 13.7096496685 |
| 2026-09-01 | 13.5730288293 |