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 2025-09-01 |
| Last Updated | 2025-12-12 1:42 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 | 9.86166364969112 |
| 1990-02-01 | 9.78641640304697 |
| 1990-03-01 | 9.88638490714852 |
| 1990-04-01 | 9.67888612665958 |
| 1990-05-01 | 9.58960821923582 |
| 1990-06-01 | 9.56572176458324 |
| 1990-07-01 | 9.76250273546792 |
| 1990-08-01 | 9.78975141230175 |
| 1990-09-01 | 9.78721549076270 |
| 1990-10-01 | 9.61105080056730 |
| 1990-11-01 | 9.34286052239905 |
| 1990-12-01 | 9.53058669737172 |
| 1991-01-01 | 9.77529725010330 |
| 1991-02-01 | 9.79024064649317 |
| 1991-03-01 | 9.59140573090431 |
| 1991-04-01 | 9.65819639877273 |
| 1991-05-01 | 9.67876916975186 |
| 1991-06-01 | 9.87127335579413 |
| 1991-07-01 | 9.75969497917341 |
| 1991-08-01 | 9.88581635311933 |
| 1991-09-01 | 9.90759859566997 |
| 1991-10-01 | 9.81579731801718 |
| 1991-11-01 | 9.85358214650179 |
| 1991-12-01 | 9.83144980096104 |
| 1992-01-01 | 9.97521939057027 |
| 1992-02-01 | 10.08434554480120 |
| 1992-03-01 | 10.28503352403190 |
| 1992-04-01 | 9.92994376760254 |
| 1992-05-01 | 10.47138208746460 |
| 1992-06-01 | 10.56487239393810 |
| 1992-07-01 | 10.67389665776760 |
| 1992-08-01 | 10.68354644213790 |
| 1992-09-01 | 10.75028870947110 |
| 1992-10-01 | 11.53104771351490 |
| 1992-11-01 | 11.56454850717860 |
| 1992-12-01 | 11.72432556812260 |
| 1993-01-01 | 11.46127221706070 |
| 1993-02-01 | 11.36429807326160 |
| 1993-03-01 | 11.45481349797360 |
| 1993-04-01 | 11.71429308692540 |
| 1993-05-01 | 11.87605289284710 |
| 1993-06-01 | 11.77318171246250 |
| 1993-07-01 | 11.48984195463880 |
| 1993-08-01 | 11.86216187523880 |
| 1993-09-01 | 11.99988533066350 |
| 1993-10-01 | 12.15133143302560 |
| 1993-11-01 | 12.08653351111810 |
| 1993-12-01 | 12.22146386412240 |
| 1994-01-01 | 12.03574961850290 |
| 1994-02-01 | 12.23566435672680 |
| 1994-03-01 | 12.31350160556410 |
| 1994-04-01 | 12.60785176357410 |
| 1994-05-01 | 12.59184125912890 |
| 1994-06-01 | 12.57956788623690 |
| 1994-07-01 | 12.91302379289020 |
| 1994-08-01 | 12.71764080819100 |
| 1994-09-01 | 12.64578248925560 |
| 1994-10-01 | 12.68043546546030 |
| 1994-11-01 | 12.72631425806740 |
| 1994-12-01 | 12.71152519188320 |
| 1995-01-01 | 13.01291412652390 |
| 1995-02-01 | 12.88696116537830 |
| 1995-03-01 | 13.06679920478300 |
| 1995-04-01 | 12.82498751897050 |
| 1995-05-01 | 12.63242281116620 |
| 1995-06-01 | 12.89830411982580 |
| 1995-07-01 | 12.50766901478420 |
| 1995-08-01 | 12.54954409715620 |
| 1995-09-01 | 12.56444060108100 |
| 1995-10-01 | 12.51797414635180 |
| 1995-11-01 | 12.68376019511560 |
| 1995-12-01 | 12.62056691754260 |
| 1996-01-01 | 12.77903201487670 |
| 1996-02-01 | 12.72966915722300 |
| 1996-03-01 | 12.64045069461390 |
| 1996-04-01 | 12.44904942410700 |
| 1996-05-01 | 12.98310939668170 |
| 1996-06-01 | 12.60582102003140 |
| 1996-07-01 | 12.70297175735090 |
| 1996-08-01 | 12.97753347666500 |
| 1996-09-01 | 12.95960530074900 |
| 1996-10-01 | 13.06111018614060 |
| 1996-11-01 | 12.93156617359330 |
| 1996-12-01 | 12.91216983069170 |
| 1997-01-01 | 12.95355113576010 |
| 1997-02-01 | 12.87862627579070 |
| 1997-03-01 | 13.32826835779190 |
| 1997-04-01 | 13.39681932029930 |
| 1997-05-01 | 13.73718244664190 |
| 1997-06-01 | 13.43219866507860 |
| 1997-07-01 | 13.38750403143240 |
| 1997-08-01 | 13.41796357919690 |
| 1997-09-01 | 13.32493857292120 |
| 1997-10-01 | 13.47763440625830 |
| 1997-11-01 | 13.54667124998340 |
| 1997-12-01 | 13.79171785709110 |
| 1998-01-01 | 12.54707380477010 |
| 1998-02-01 | 12.76606514568510 |
| 1998-03-01 | 12.64203213255930 |
| 1998-04-01 | 12.63374755765720 |
| 1998-05-01 | 12.68112138239650 |
| 1998-06-01 | 12.86360009958890 |
| 1998-07-01 | 12.98769098181680 |
| 1998-08-01 | 12.87527336583880 |
| 1998-09-01 | 12.98335213151070 |
| 1998-10-01 | 12.86692616016410 |
| 1998-11-01 | 12.82265490861970 |
| 1998-12-01 | 12.84035301803760 |
| 1999-01-01 | 13.16198851100600 |
| 1999-02-01 | 13.27990568150950 |
| 1999-03-01 | 13.17601411066420 |
| 1999-04-01 | 13.57442334233810 |
| 1999-05-01 | 13.62462169841400 |
| 1999-06-01 | 13.61283434578990 |
| 1999-07-01 | 13.98064118534990 |
| 1999-08-01 | 13.65436821446950 |
| 1999-09-01 | 13.52636442294950 |
| 1999-10-01 | 13.43498697425030 |
| 1999-11-01 | 13.45832959701580 |
| 1999-12-01 | 13.58951438527150 |
| 2000-01-01 | 13.58775746277230 |
| 2000-02-01 | 13.53213743075830 |
| 2000-03-01 | 13.71509529724220 |
| 2000-04-01 | 13.40570496466280 |
| 2000-05-01 | 13.44275243900680 |
| 2000-06-01 | 13.54787646516910 |
| 2000-07-01 | 13.99521947376930 |
| 2000-08-01 | 13.74852676181120 |
| 2000-09-01 | 13.89094625567290 |
| 2000-10-01 | 13.90896972770960 |
| 2000-11-01 | 13.95616975352810 |
| 2000-12-01 | 13.92239652686950 |
| 2001-01-01 | 14.03095999906040 |
| 2001-02-01 | 14.00083829138260 |
| 2001-03-01 | 13.94874886572010 |
| 2001-04-01 | 13.93936736210280 |
| 2001-05-01 | 13.83717030756140 |
| 2001-06-01 | 13.86635955894500 |
| 2001-07-01 | 13.72145882936180 |
| 2001-08-01 | 13.85932306185730 |
| 2001-09-01 | 13.96558377783690 |
| 2001-10-01 | 13.78023298290590 |
| 2001-11-01 | 13.53967321523090 |
| 2001-12-01 | 13.46420092048750 |
| 2002-01-01 | 13.49817020227090 |
| 2002-02-01 | 13.48298915575430 |
| 2002-03-01 | 13.28035215069420 |
| 2002-04-01 | 13.65998753263480 |
| 2002-05-01 | 13.69782181644290 |
| 2002-06-01 | 13.73774181792920 |
| 2002-07-01 | 14.15830792022080 |
| 2002-08-01 | 14.17268766464820 |
| 2002-09-01 | 14.46236533845820 |
| 2002-10-01 | 14.86839019091110 |
| 2002-11-01 | 14.65622089381630 |
| 2002-12-01 | 14.81850712459660 |
| 2003-01-01 | 14.47785718000470 |
| 2003-02-01 | 14.33594829744490 |
| 2003-03-01 | 14.40410190112500 |
| 2003-04-01 | 14.16973822887170 |
| 2003-05-01 | 14.25220230673140 |
| 2003-06-01 | 14.08980011941720 |
| 2003-07-01 | 14.07921391894930 |
| 2003-08-01 | 13.98650834067090 |
| 2003-09-01 | 13.85142822768150 |
| 2003-10-01 | 13.88165737017390 |
| 2003-11-01 | 14.22930931483670 |
| 2003-12-01 | 14.19219831790460 |
| 2004-01-01 | 14.24328141557260 |
| 2004-02-01 | 14.35888704583380 |
| 2004-03-01 | 14.41767010934980 |
| 2004-04-01 | 14.77888775351050 |
| 2004-05-01 | 14.60552661553410 |
| 2004-06-01 | 14.61755273289330 |
| 2004-07-01 | 14.39985740887170 |
| 2004-08-01 | 14.38155541301460 |
| 2004-09-01 | 14.33813250784850 |
| 2004-10-01 | 14.82384784589520 |
| 2004-11-01 | 14.56227967315850 |
| 2004-12-01 | 14.28779528320970 |
| 2005-01-01 | 13.88602091117850 |
| 2005-02-01 | 13.94339991275170 |
| 2005-03-01 | 13.90803867768400 |
| 2005-04-01 | 13.77228289815130 |
| 2005-05-01 | 13.98138663393410 |
| 2005-06-01 | 13.85453030126150 |
| 2005-07-01 | 13.21961267716020 |
| 2005-08-01 | 13.38426214305810 |
| 2005-09-01 | 13.31929219906610 |
| 2005-10-01 | 13.16422524964510 |
| 2005-11-01 | 12.92384155469200 |
| 2005-12-01 | 12.79974101771430 |
| 2006-01-01 | 12.68482418243180 |
| 2006-02-01 | 12.81392257402210 |
| 2006-03-01 | 12.79267176446190 |
| 2006-04-01 | 12.76169827126250 |
| 2006-05-01 | 12.76859508018650 |
| 2006-06-01 | 12.71248088209170 |
| 2006-07-01 | 12.93834050400720 |
| 2006-08-01 | 13.08621769867340 |
| 2006-09-01 | 13.11042864462550 |
| 2006-10-01 | 13.08554456237340 |
| 2006-11-01 | 13.09776718496090 |
| 2006-12-01 | 13.43687614360340 |
| 2007-01-01 | 13.45363876571470 |
| 2007-02-01 | 13.56952944236540 |
| 2007-03-01 | 13.57815068156850 |
| 2007-04-01 | 13.43115329405570 |
| 2007-05-01 | 13.56389828143140 |
| 2007-06-01 | 13.81625725645690 |
| 2007-07-01 | 13.63672929969060 |
| 2007-08-01 | 13.79848064530350 |
| 2007-09-01 | 13.81105163290430 |
| 2007-10-01 | 13.59320416447550 |
| 2007-11-01 | 13.55984714802670 |
| 2007-12-01 | 13.59006330633150 |
| 2008-01-01 | 13.38605415532000 |
| 2008-02-01 | 13.44074271120300 |
| 2008-03-01 | 13.37562383546560 |
| 2008-04-01 | 13.29343445062670 |
| 2008-05-01 | 13.14539965175310 |
| 2008-06-01 | 13.13519884396620 |
| 2008-07-01 | 12.93021647857540 |
| 2008-08-01 | 12.71930783571780 |
| 2008-09-01 | 12.74444811224050 |
| 2008-10-01 | 12.58130097500570 |
| 2008-11-01 | 12.48986595008150 |
| 2008-12-01 | 12.34741188527840 |
| 2009-01-01 | 12.22435983714650 |
| 2009-02-01 | 11.91611205816750 |
| 2009-03-01 | 11.78211100643150 |
| 2009-04-01 | 11.64336515287840 |
| 2009-05-01 | 11.53641825678550 |
| 2009-06-01 | 11.27068608032490 |
| 2009-07-01 | 11.30413839417570 |
| 2009-08-01 | 11.34735788147580 |
| 2009-09-01 | 11.29035733124670 |
| 2009-10-01 | 11.55231483522010 |
| 2009-11-01 | 11.69255370552400 |
| 2009-12-01 | 11.81194721041230 |
| 2010-01-01 | 11.95706868345540 |
| 2010-02-01 | 12.10670281078850 |
| 2010-03-01 | 12.18998683151900 |
| 2010-04-01 | 12.20942544440650 |
| 2010-05-01 | 12.33124081377970 |
| 2010-06-01 | 12.40524199292570 |
| 2010-07-01 | 12.47805614855320 |
| 2010-08-01 | 12.47316389224430 |
| 2010-09-01 | 12.55075691430140 |
| 2010-10-01 | 11.89675910603240 |
| 2010-11-01 | 11.87819342856530 |
| 2010-12-01 | 12.05754286796690 |
| 2011-01-01 | 12.41829470545720 |
| 2011-02-01 | 12.29369427363950 |
| 2011-03-01 | 12.29697308713180 |
| 2011-04-01 | 12.59695546945600 |
| 2011-05-01 | 12.73815134311470 |
| 2011-06-01 | 12.94091789598390 |
| 2011-07-01 | 12.25127428668330 |
| 2011-08-01 | 12.19518978895050 |
| 2011-09-01 | 12.09474757720590 |
| 2011-10-01 | 12.24357211643840 |
| 2011-11-01 | 12.15464577574170 |
| 2011-12-01 | 12.18094969756410 |
| 2012-01-01 | 11.78162688490620 |
| 2012-02-01 | 11.99149258862030 |
| 2012-03-01 | 11.91508271042850 |
| 2012-04-01 | 11.90876317562970 |
| 2012-05-01 | 11.73709586785510 |
| 2012-06-01 | 11.85568244108190 |
| 2012-07-01 | 12.24272733891690 |
| 2012-08-01 | 12.52145130979310 |
| 2012-09-01 | 12.74714893538400 |
| 2012-10-01 | 12.08975938391300 |
| 2012-11-01 | 12.11545869822660 |
| 2012-12-01 | 12.06500258997280 |
| 2013-01-01 | 12.26253269322310 |
| 2013-02-01 | 12.28936181160910 |
| 2013-03-01 | 12.43582792648770 |
| 2013-04-01 | 12.23262902972160 |
| 2013-05-01 | 12.25024676254680 |
| 2013-06-01 | 12.46931078237420 |
| 2013-07-01 | 12.43043225723920 |
| 2013-08-01 | 12.54758984823350 |
| 2013-09-01 | 12.58048898646380 |
| 2013-10-01 | 12.76310197940270 |
| 2013-11-01 | 12.67529101278250 |
| 2013-12-01 | 12.73898346171280 |
| 2014-01-01 | 12.73015958989790 |
| 2014-02-01 | 12.78749339172180 |
| 2014-03-01 | 12.74847825278340 |
| 2014-04-01 | 12.86763071963680 |
| 2014-05-01 | 12.96268377460210 |
| 2014-06-01 | 12.78610673879340 |
| 2014-07-01 | 12.62475191495020 |
| 2014-08-01 | 12.66789423528330 |
| 2014-09-01 | 12.81161582999570 |
| 2014-10-01 | 12.95163040577510 |
| 2014-11-01 | 13.14206841878150 |
| 2014-12-01 | 13.09643957629640 |
| 2015-01-01 | 13.00552004211470 |
| 2015-02-01 | 12.98183900116870 |
| 2015-03-01 | 12.95375718186140 |
| 2015-04-01 | 13.09599774211480 |
| 2015-05-01 | 13.38249704339200 |
| 2015-06-01 | 13.40221869440260 |
| 2015-07-01 | 13.52342582500260 |
| 2015-08-01 | 13.47782394340560 |
| 2015-09-01 | 13.41960912905800 |
| 2015-10-01 | 13.56354612504750 |
| 2015-11-01 | 13.62382366577030 |
| 2015-12-01 | 13.56148461320020 |
| 2016-01-01 | 13.77483726239380 |
| 2016-02-01 | 13.78510133898500 |
| 2016-03-01 | 13.85798398355550 |
| 2016-04-01 | 14.01157922469920 |
| 2016-05-01 | 13.99968712379030 |
| 2016-06-01 | 14.11439128020090 |
| 2016-07-01 | 14.22110391800550 |
| 2016-08-01 | 14.27699747108410 |
| 2016-09-01 | 14.32367053233880 |
| 2016-10-01 | 14.27322304029590 |
| 2016-11-01 | 14.32079494634860 |
| 2016-12-01 | 14.33117880805900 |
| 2017-01-01 | 14.36085152890300 |
| 2017-02-01 | 14.38904001523940 |
| 2017-03-01 | 14.36054415032590 |
| 2017-04-01 | 13.91115628676600 |
| 2017-05-01 | 13.83173212672390 |
| 2017-06-01 | 13.91811838803050 |
| 2017-07-01 | 14.01573346504970 |
| 2017-08-01 | 13.95842885927520 |
| 2017-09-01 | 14.02215445269090 |
| 2017-10-01 | 13.88444797622210 |
| 2017-11-01 | 13.93475667118420 |
| 2017-12-01 | 14.02014998399510 |
| 2018-01-01 | 13.74716097656310 |
| 2018-02-01 | 13.88613482942900 |
| 2018-03-01 | 13.95236623133020 |
| 2018-04-01 | 13.80804441227140 |
| 2018-05-01 | 13.76817388240320 |
| 2018-06-01 | 13.82127263927540 |
| 2018-07-01 | 13.70606585230910 |
| 2018-08-01 | 13.74069414121060 |
| 2018-09-01 | 13.72581831778330 |
| 2018-10-01 | 13.77770474603060 |
| 2018-11-01 | 13.85405088275540 |
| 2018-12-01 | 13.92369971140800 |
| 2019-01-01 | 14.04282143403590 |
| 2019-02-01 | 13.97797626060070 |
| 2019-03-01 | 13.84773320890980 |
| 2019-04-01 | 14.29517335680100 |
| 2019-05-01 | 14.29552963667390 |
| 2019-06-01 | 14.31440651992720 |
| 2019-07-01 | 14.10279871797990 |
| 2019-08-01 | 14.43166091340050 |
| 2019-09-01 | 14.54851760314760 |
| 2019-10-01 | 14.45392853160850 |
| 2019-11-01 | 14.36364144235240 |
| 2019-12-01 | 14.34016148228440 |
| 2020-01-01 | 14.24216354503890 |
| 2020-02-01 | 14.26798281336380 |
| 2020-03-01 | 14.24920577841050 |
| 2020-04-01 | 12.18307512195040 |
| 2020-05-01 | 12.60904526797890 |
| 2020-06-01 | 12.81258438024320 |
| 2020-07-01 | 12.78800267039260 |
| 2020-08-01 | 13.02462220709100 |
| 2020-09-01 | 13.06417360073330 |
| 2020-10-01 | 13.21887431765980 |
| 2020-11-01 | 13.37744359784930 |
| 2020-12-01 | 13.57285406096100 |
| 2021-01-01 | 13.76101907128100 |
| 2021-02-01 | 13.86612395868900 |
| 2021-03-01 | 13.95143894473010 |
| 2021-04-01 | 13.96917553556890 |
| 2021-05-01 | 13.90772901955150 |
| 2021-06-01 | 13.79325247185520 |
| 2021-07-01 | 13.96850919984500 |
| 2021-08-01 | 13.81941417946280 |
| 2021-09-01 | 13.77133587529430 |
| 2021-10-01 | 13.79680677410460 |
| 2021-11-01 | 13.79796445908640 |
| 2021-12-01 | 13.70613825359410 |
| 2022-01-01 | 13.79340592482310 |
| 2022-02-01 | 13.77056643260550 |
| 2022-03-01 | 13.54405756760250 |
| 2022-04-01 | 13.45882514198630 |
| 2022-05-01 | 13.29531969301650 |
| 2022-06-01 | 13.27719896885720 |
| 2022-07-01 | 13.33860689807850 |
| 2022-08-01 | 13.11788592277220 |
| 2022-09-01 | 13.25420786696460 |
| 2022-10-01 | 13.58812957842700 |
| 2022-11-01 | 13.62404248279590 |
| 2022-12-01 | 13.53335406135360 |
| 2023-01-01 | 13.53970956794570 |
| 2023-02-01 | 13.59003906777400 |
| 2023-03-01 | 13.63362067485440 |
| 2023-04-01 | 13.15447251445580 |
| 2023-05-01 | 13.27462873763450 |
| 2023-06-01 | 13.14763665577790 |
| 2023-07-01 | 13.01117749334290 |
| 2023-08-01 | 13.01581009546390 |
| 2023-09-01 | 12.93203017300210 |
| 2023-10-01 | 12.79027988857320 |
| 2023-11-01 | 12.54489830269030 |
| 2023-12-01 | 12.55250875028990 |
| 2024-01-01 | 12.48402149070460 |
| 2024-02-01 | 12.51727759006810 |
| 2024-03-01 | 12.72751909235330 |
| 2024-04-01 | 12.85364407747210 |
| 2024-05-01 | 12.95024575565320 |
| 2024-06-01 | 13.02204592637320 |
| 2024-07-01 | 12.99138194792580 |
| 2024-08-01 | 12.90955643203370 |
| 2024-09-01 | 12.99613550781620 |
| 2024-10-01 | 12.89424951848030 |
| 2024-11-01 | 12.96717149770130 |
| 2024-12-01 | 13.06614700883730 |
| 2025-01-01 | 13.02344361274160 |
| 2025-02-01 | 13.04804747181120 |
| 2025-03-01 | 13.12882678886190 |
| 2025-04-01 | 13.15490346129830 |
| 2025-05-01 | 13.22517836485050 |
| 2025-06-01 | 13.29260716286970 |
| 2025-07-01 | 13.37922166150670 |
| 2025-08-01 | 13.40426211276990 |
| 2025-09-01 | 13.47091810363010 |