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 2026-06-01 |
| Last Updated | 2026-07-22 9:28 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 | 9.86166442103663 |
| 1990-02-01 | 9.78642148114641 |
| 1990-03-01 | 9.88638601317509 |
| 1990-04-01 | 9.67888783346099 |
| 1990-05-01 | 9.58960912168203 |
| 1990-06-01 | 9.56572254907638 |
| 1990-07-01 | 9.76250380981218 |
| 1990-08-01 | 9.78975204626681 |
| 1990-09-01 | 9.78720964923435 |
| 1990-10-01 | 9.61104436043240 |
| 1990-11-01 | 9.34286100314094 |
| 1990-12-01 | 9.53058615071392 |
| 1991-01-01 | 9.77529807331442 |
| 1991-02-01 | 9.79024661354811 |
| 1991-03-01 | 9.59140677636032 |
| 1991-04-01 | 9.65819794970411 |
| 1991-05-01 | 9.67876999879278 |
| 1991-06-01 | 9.87127403568834 |
| 1991-07-01 | 9.75969520217269 |
| 1991-08-01 | 9.88581663347784 |
| 1991-09-01 | 9.90759301143244 |
| 1991-10-01 | 9.81579119348869 |
| 1991-11-01 | 9.85358230474751 |
| 1991-12-01 | 9.83144931493371 |
| 1992-01-01 | 9.97522026673061 |
| 1992-02-01 | 10.08435249143070 |
| 1992-03-01 | 10.28503567008870 |
| 1992-04-01 | 9.92994554907059 |
| 1992-05-01 | 10.47138333464060 |
| 1992-06-01 | 10.56487282692460 |
| 1992-07-01 | 10.67389610351530 |
| 1992-08-01 | 10.68354571975630 |
| 1992-09-01 | 10.75028200680810 |
| 1992-10-01 | 11.53104015016750 |
| 1992-11-01 | 11.56454659690420 |
| 1992-12-01 | 11.72432484904440 |
| 1993-01-01 | 11.46127420917600 |
| 1993-02-01 | 11.36430707918320 |
| 1993-03-01 | 11.45481994650840 |
| 1993-04-01 | 11.71429800515270 |
| 1993-05-01 | 11.87605372340600 |
| 1993-06-01 | 11.77318359501120 |
| 1993-07-01 | 11.48984098795840 |
| 1993-08-01 | 11.86215881373120 |
| 1993-09-01 | 11.99987403396690 |
| 1993-10-01 | 12.15131814795530 |
| 1993-11-01 | 12.08652554599790 |
| 1993-12-01 | 12.22145960292890 |
| 1994-01-01 | 12.03575085275110 |
| 1994-02-01 | 12.23569080034520 |
| 1994-03-01 | 12.31351349584180 |
| 1994-04-01 | 12.60786167191860 |
| 1994-05-01 | 12.59184087600500 |
| 1994-06-01 | 12.57957404060980 |
| 1994-07-01 | 12.91302501992110 |
| 1994-08-01 | 12.71763527952810 |
| 1994-09-01 | 12.64576517117050 |
| 1994-10-01 | 12.68041012269350 |
| 1994-11-01 | 12.72628495366630 |
| 1994-12-01 | 12.71149112913760 |
| 1995-01-01 | 13.01294120857880 |
| 1995-02-01 | 12.88701905628990 |
| 1995-03-01 | 13.06682313619660 |
| 1995-04-01 | 12.82500472815360 |
| 1995-05-01 | 12.63242054495590 |
| 1995-06-01 | 12.89831233322430 |
| 1995-07-01 | 12.50766908603160 |
| 1995-08-01 | 12.54953377749000 |
| 1995-09-01 | 12.56441563252970 |
| 1995-10-01 | 12.51793587360330 |
| 1995-11-01 | 12.68370990150380 |
| 1995-12-01 | 12.62049747812980 |
| 1996-01-01 | 12.77908654606500 |
| 1996-02-01 | 12.72976027186180 |
| 1996-03-01 | 12.64048812344200 |
| 1996-04-01 | 12.44907463861560 |
| 1996-05-01 | 12.98310800571670 |
| 1996-06-01 | 12.60582970858240 |
| 1996-07-01 | 12.70296951500500 |
| 1996-08-01 | 12.97751790502580 |
| 1996-09-01 | 12.95957374686080 |
| 1996-10-01 | 13.06106096655320 |
| 1996-11-01 | 12.93149747407630 |
| 1996-12-01 | 12.91206763266860 |
| 1997-01-01 | 12.95363523854490 |
| 1997-02-01 | 12.87873661076230 |
| 1997-03-01 | 13.32831956039900 |
| 1997-04-01 | 13.39685216223700 |
| 1997-05-01 | 13.73718273154290 |
| 1997-06-01 | 13.43220496122570 |
| 1997-07-01 | 13.38749579074380 |
| 1997-08-01 | 13.41794305559190 |
| 1997-09-01 | 13.32490267987200 |
| 1997-10-01 | 13.47758201308120 |
| 1997-11-01 | 13.54660097900500 |
| 1997-12-01 | 13.79160959989440 |
| 1998-01-01 | 12.54716007284310 |
| 1998-02-01 | 12.76617854763480 |
| 1998-03-01 | 12.64208663013350 |
| 1998-04-01 | 12.63378295623080 |
| 1998-05-01 | 12.68112472321260 |
| 1998-06-01 | 12.86360508305290 |
| 1998-07-01 | 12.98768021532350 |
| 1998-08-01 | 12.87525323959300 |
| 1998-09-01 | 12.98331437430210 |
| 1998-10-01 | 12.86687818430380 |
| 1998-11-01 | 12.82258920834050 |
| 1998-12-01 | 12.84024804925210 |
| 1999-01-01 | 13.16207592793840 |
| 1999-02-01 | 13.28000266714320 |
| 1999-03-01 | 13.17606873889320 |
| 1999-04-01 | 13.57445527280860 |
| 1999-05-01 | 13.62462660540200 |
| 1999-06-01 | 13.61283478810720 |
| 1999-07-01 | 13.98062638312090 |
| 1999-08-01 | 13.65434998980550 |
| 1999-09-01 | 13.52632903649680 |
| 1999-10-01 | 13.43495241139960 |
| 1999-11-01 | 13.45828533533480 |
| 1999-12-01 | 13.58943999685880 |
| 2000-01-01 | 13.58781917045080 |
| 2000-02-01 | 13.53220125951120 |
| 2000-03-01 | 13.71514101765700 |
| 2000-04-01 | 13.40572943808310 |
| 2000-05-01 | 13.44275915536260 |
| 2000-06-01 | 13.54787476376100 |
| 2000-07-01 | 13.99520561678560 |
| 2000-08-01 | 13.74851336064170 |
| 2000-09-01 | 13.89091530752260 |
| 2000-10-01 | 13.90894965276240 |
| 2000-11-01 | 13.95614755521520 |
| 2000-12-01 | 13.92235806928740 |
| 2001-01-01 | 14.03099407103680 |
| 2001-02-01 | 14.00086683849620 |
| 2001-03-01 | 13.94878378622350 |
| 2001-04-01 | 13.93938343965220 |
| 2001-05-01 | 13.83717566767260 |
| 2001-06-01 | 13.86635685320800 |
| 2001-07-01 | 13.72144720746840 |
| 2001-08-01 | 13.85931416382240 |
| 2001-09-01 | 13.96556026101590 |
| 2001-10-01 | 13.78022468255420 |
| 2001-11-01 | 13.53967026946960 |
| 2001-12-01 | 13.46419555931880 |
| 2002-01-01 | 13.49817466011350 |
| 2002-02-01 | 13.48299654873360 |
| 2002-03-01 | 13.28037213137930 |
| 2002-04-01 | 13.65999582854510 |
| 2002-05-01 | 13.69782477390000 |
| 2002-06-01 | 13.73774140129800 |
| 2002-07-01 | 14.15830272642860 |
| 2002-08-01 | 14.17268453458260 |
| 2002-09-01 | 14.46234793482120 |
| 2002-10-01 | 14.86838721132540 |
| 2002-11-01 | 14.65622206465450 |
| 2002-12-01 | 14.81850818267460 |
| 2003-01-01 | 14.47785834417470 |
| 2003-02-01 | 14.33594992088750 |
| 2003-03-01 | 14.40411401425580 |
| 2003-04-01 | 14.16974073228540 |
| 2003-05-01 | 14.25220218551980 |
| 2003-06-01 | 14.08979924213950 |
| 2003-07-01 | 14.07921154950480 |
| 2003-08-01 | 13.98650730599730 |
| 2003-09-01 | 13.85141797306060 |
| 2003-10-01 | 13.88165638716550 |
| 2003-11-01 | 14.22931214032650 |
| 2003-12-01 | 14.19219980498290 |
| 2004-01-01 | 14.24328213339640 |
| 2004-02-01 | 14.35888735751400 |
| 2004-03-01 | 14.41767631270990 |
| 2004-04-01 | 14.77888826451690 |
| 2004-05-01 | 14.60552571659690 |
| 2004-06-01 | 14.61755177128030 |
| 2004-07-01 | 14.39985661525370 |
| 2004-08-01 | 14.38155473742180 |
| 2004-09-01 | 14.33812724539900 |
| 2004-10-01 | 14.82384700073090 |
| 2004-11-01 | 14.56228233262510 |
| 2004-12-01 | 14.28779619777570 |
| 2005-01-01 | 13.88602147839700 |
| 2005-02-01 | 13.94340011665290 |
| 2005-03-01 | 13.90804170123290 |
| 2005-04-01 | 13.77228333883350 |
| 2005-05-01 | 13.98138567772360 |
| 2005-06-01 | 13.85452926689160 |
| 2005-07-01 | 13.21961175879560 |
| 2005-08-01 | 13.38426125112450 |
| 2005-09-01 | 13.31929146741430 |
| 2005-10-01 | 13.16422429347360 |
| 2005-11-01 | 12.92384340587980 |
| 2005-12-01 | 12.79974149986240 |
| 2006-01-01 | 12.68482481451510 |
| 2006-02-01 | 12.81392289529830 |
| 2006-03-01 | 12.79267193447700 |
| 2006-04-01 | 12.76169876318180 |
| 2006-05-01 | 12.76859435053960 |
| 2006-06-01 | 12.71248008095130 |
| 2006-07-01 | 12.93833991129430 |
| 2006-08-01 | 13.08621727024360 |
| 2006-09-01 | 13.11042841868720 |
| 2006-10-01 | 13.08554440015820 |
| 2006-11-01 | 13.09776870816700 |
| 2006-12-01 | 13.43687670904470 |
| 2007-01-01 | 13.45363954370320 |
| 2007-02-01 | 13.56952975078110 |
| 2007-03-01 | 13.57815053794410 |
| 2007-04-01 | 13.43115299460240 |
| 2007-05-01 | 13.56389708307180 |
| 2007-06-01 | 13.81625604425310 |
| 2007-07-01 | 13.63672834866080 |
| 2007-08-01 | 13.79847999268150 |
| 2007-09-01 | 13.81105236702160 |
| 2007-10-01 | 13.59320487199380 |
| 2007-11-01 | 13.55984873103660 |
| 2007-12-01 | 13.59006457786400 |
| 2008-01-01 | 13.38605557037680 |
| 2008-02-01 | 13.44074365386580 |
| 2008-03-01 | 13.37562412558750 |
| 2008-04-01 | 13.29343413676750 |
| 2008-05-01 | 13.14539336713430 |
| 2008-06-01 | 13.13519757261330 |
| 2008-07-01 | 12.93021551035160 |
| 2008-08-01 | 12.71930699726530 |
| 2008-09-01 | 12.74444969101000 |
| 2008-10-01 | 12.58130227821570 |
| 2008-11-01 | 12.48986793137580 |
| 2008-12-01 | 12.34741375971210 |
| 2009-01-01 | 12.22436721656070 |
| 2009-02-01 | 11.91611373124280 |
| 2009-03-01 | 11.78211174022100 |
| 2009-04-01 | 11.64336481227360 |
| 2009-05-01 | 11.53639840251550 |
| 2009-06-01 | 11.27068350132770 |
| 2009-07-01 | 11.30413622232850 |
| 2009-08-01 | 11.34735965046630 |
| 2009-09-01 | 11.29036214596090 |
| 2009-10-01 | 11.55231915240600 |
| 2009-11-01 | 11.69255940040000 |
| 2009-12-01 | 11.81195199020650 |
| 2010-01-01 | 11.95708268222130 |
| 2010-02-01 | 12.10670350562720 |
| 2010-03-01 | 12.18998447424640 |
| 2010-04-01 | 12.20942075352550 |
| 2010-05-01 | 12.33120339978560 |
| 2010-06-01 | 12.40523583164970 |
| 2010-07-01 | 12.47805293625590 |
| 2010-08-01 | 12.47317070868040 |
| 2010-09-01 | 12.55076855090810 |
| 2010-10-01 | 11.89677123445310 |
| 2010-11-01 | 11.87820787416770 |
| 2010-12-01 | 12.05755433047840 |
| 2011-01-01 | 12.41831589344480 |
| 2011-02-01 | 12.29369283419390 |
| 2011-03-01 | 12.29696670545670 |
| 2011-04-01 | 12.59694709890550 |
| 2011-05-01 | 12.73805933884790 |
| 2011-06-01 | 12.94091055319840 |
| 2011-07-01 | 12.25127188859860 |
| 2011-08-01 | 12.19520212507170 |
| 2011-09-01 | 12.09477127636510 |
| 2011-10-01 | 12.24360456380730 |
| 2011-11-01 | 12.15470650051190 |
| 2011-12-01 | 12.18098520841020 |
| 2012-01-01 | 11.78166940732890 |
| 2012-02-01 | 11.99150768550230 |
| 2012-03-01 | 11.91492174028300 |
| 2012-04-01 | 11.90876114913600 |
| 2012-05-01 | 11.73696337174260 |
| 2012-06-01 | 11.85567969680450 |
| 2012-07-01 | 12.24273436843160 |
| 2012-08-01 | 12.52148100234340 |
| 2012-09-01 | 12.74720189654880 |
| 2012-10-01 | 12.08983352160270 |
| 2012-11-01 | 12.11558773310460 |
| 2012-12-01 | 12.06507504215910 |
| 2013-01-01 | 12.26259251079380 |
| 2013-02-01 | 12.28937155100370 |
| 2013-03-01 | 12.43547962141480 |
| 2013-04-01 | 12.23260170573600 |
| 2013-05-01 | 12.25005906523910 |
| 2013-06-01 | 12.46930800188520 |
| 2013-07-01 | 12.43045393490040 |
| 2013-08-01 | 12.54764094718770 |
| 2013-09-01 | 12.58058057334970 |
| 2013-10-01 | 12.76323858869740 |
| 2013-11-01 | 12.67551843550190 |
| 2013-12-01 | 12.73915117277400 |
| 2014-01-01 | 12.73033408761330 |
| 2014-02-01 | 12.78764650773440 |
| 2014-03-01 | 12.74746438239590 |
| 2014-04-01 | 12.86754026779920 |
| 2014-05-01 | 12.96247956247310 |
| 2014-06-01 | 12.78620302968840 |
| 2014-07-01 | 12.62484899695730 |
| 2014-08-01 | 12.66800811528050 |
| 2014-09-01 | 12.81176601014260 |
| 2014-10-01 | 12.95182835864570 |
| 2014-11-01 | 13.14236169560630 |
| 2014-12-01 | 13.09667405613500 |
| 2015-01-01 | 13.00577295455550 |
| 2015-02-01 | 12.98207323935220 |
| 2015-03-01 | 12.95218689582690 |
| 2015-04-01 | 13.09581108128410 |
| 2015-05-01 | 13.38227454126740 |
| 2015-06-01 | 13.40243943169070 |
| 2015-07-01 | 13.52363794422770 |
| 2015-08-01 | 13.47803516216480 |
| 2015-09-01 | 13.41983132828250 |
| 2015-10-01 | 13.56379219627080 |
| 2015-11-01 | 13.62414467454360 |
| 2015-12-01 | 13.56171279492410 |
| 2016-01-01 | 13.77508208106820 |
| 2016-02-01 | 13.78534657184110 |
| 2016-03-01 | 13.85593842100150 |
| 2016-04-01 | 14.01120718048740 |
| 2016-05-01 | 13.99959803053520 |
| 2016-06-01 | 14.11488928395260 |
| 2016-07-01 | 14.22146225006640 |
| 2016-08-01 | 14.27744972543870 |
| 2016-09-01 | 14.32392832531890 |
| 2016-10-01 | 14.27352644688240 |
| 2016-11-01 | 14.32106298479820 |
| 2016-12-01 | 14.33121480596670 |
| 2017-01-01 | 14.36078636537650 |
| 2017-02-01 | 14.38894553929250 |
| 2017-03-01 | 14.35847920685350 |
| 2017-04-01 | 13.91027093691840 |
| 2017-05-01 | 13.83163092247580 |
| 2017-06-01 | 13.92053620538840 |
| 2017-07-01 | 14.01598804201380 |
| 2017-08-01 | 13.95889532698680 |
| 2017-09-01 | 14.02226297070600 |
| 2017-10-01 | 13.88465964243250 |
| 2017-11-01 | 13.93482829668260 |
| 2017-12-01 | 14.01984807925530 |
| 2018-01-01 | 13.74662520972010 |
| 2018-02-01 | 13.88557568058850 |
| 2018-03-01 | 13.95013722623820 |
| 2018-04-01 | 13.80644223395130 |
| 2018-05-01 | 13.76776183437380 |
| 2018-06-01 | 13.82820480375900 |
| 2018-07-01 | 13.70569116201000 |
| 2018-08-01 | 13.74069235203170 |
| 2018-09-01 | 13.72541909920690 |
| 2018-10-01 | 13.77757408792940 |
| 2018-11-01 | 13.85388781528050 |
| 2018-12-01 | 13.92336848196940 |
| 2019-01-01 | 14.04240341358430 |
| 2019-02-01 | 13.97384989098370 |
| 2019-03-01 | 13.84656905084570 |
| 2019-04-01 | 14.29380828134450 |
| 2019-05-01 | 14.29539139549400 |
| 2019-06-01 | 14.32628322644620 |
| 2019-07-01 | 14.10254320615570 |
| 2019-08-01 | 14.43120712367960 |
| 2019-09-01 | 14.54572478976130 |
| 2019-10-01 | 14.45225050759420 |
| 2019-11-01 | 14.36416074532290 |
| 2019-12-01 | 14.34030852598690 |
| 2020-01-01 | 14.24189202427860 |
| 2020-02-01 | 14.26000463833090 |
| 2020-03-01 | 14.24850956706440 |
| 2020-04-01 | 12.18280296688790 |
| 2020-05-01 | 12.60967967360470 |
| 2020-06-01 | 12.82833992663020 |
| 2020-07-01 | 12.78869746486960 |
| 2020-08-01 | 13.02425697643610 |
| 2020-09-01 | 13.05915505670900 |
| 2020-10-01 | 13.21554165526350 |
| 2020-11-01 | 13.37839398257360 |
| 2020-12-01 | 13.57306409194820 |
| 2021-01-01 | 13.76020998883670 |
| 2021-02-01 | 13.85329665734890 |
| 2021-03-01 | 13.95060737452670 |
| 2021-04-01 | 13.97029735879440 |
| 2021-05-01 | 13.91050560960640 |
| 2021-06-01 | 13.81445899548720 |
| 2021-07-01 | 13.97311072784730 |
| 2021-08-01 | 13.81488795673140 |
| 2021-09-01 | 13.76542540765720 |
| 2021-10-01 | 13.79082110428970 |
| 2021-11-01 | 13.79811038056990 |
| 2021-12-01 | 13.71114415958020 |
| 2022-01-01 | 13.78967577602760 |
| 2022-02-01 | 13.75360345020470 |
| 2022-03-01 | 13.53823205336070 |
| 2022-04-01 | 13.45522653268510 |
| 2022-05-01 | 13.29778159463030 |
| 2022-06-01 | 13.31018264680200 |
| 2022-07-01 | 13.36018005542850 |
| 2022-08-01 | 13.11573760673040 |
| 2022-09-01 | 13.24373502801000 |
| 2022-10-01 | 13.56983693474340 |
| 2022-11-01 | 13.61850824886260 |
| 2022-12-01 | 13.54106379140200 |
| 2023-01-01 | 13.53690759745370 |
| 2023-02-01 | 13.56592930670700 |
| 2023-03-01 | 13.62310575971200 |
| 2023-04-01 | 13.15095132975650 |
| 2023-05-01 | 13.27652194226800 |
| 2023-06-01 | 13.18743132985460 |
| 2023-07-01 | 13.05578859134280 |
| 2023-08-01 | 13.01921297985710 |
| 2023-09-01 | 12.91861836641430 |
| 2023-10-01 | 12.75747546653300 |
| 2023-11-01 | 12.53028548797500 |
| 2023-12-01 | 12.56167318688370 |
| 2024-01-01 | 12.48041014177370 |
| 2024-02-01 | 12.48840643911920 |
| 2024-03-01 | 12.71205507029240 |
| 2024-04-01 | 12.85243222182420 |
| 2024-05-01 | 12.94993040194480 |
| 2024-06-01 | 13.16404923952610 |
| 2024-07-01 | 13.06094148688800 |
| 2024-08-01 | 13.02362199317720 |
| 2024-09-01 | 12.97906183270640 |
| 2024-10-01 | 12.84616374142230 |
| 2024-11-01 | 12.94331850156440 |
| 2024-12-01 | 12.97147626170740 |
| 2025-01-01 | 13.02181000697160 |
| 2025-02-01 | 13.01715427685040 |
| 2025-03-01 | 13.11095803815330 |
| 2025-04-01 | 13.16085288774700 |
| 2025-05-01 | 13.12262115690360 |
| 2025-06-01 | 13.03054539011750 |
| 2025-07-01 | 12.96487786203980 |
| 2025-08-01 | 13.12345374925820 |
| 2025-09-01 | 13.35521550127420 |
| 2025-10-01 | 13.45021473927550 |
| 2025-11-01 | 13.45145032093150 |
| 2025-12-01 | 13.47432094337070 |
| 2026-01-01 | 13.44301045674550 |
| 2026-02-01 | 13.53672237705800 |
| 2026-03-01 | 13.50900434311340 |
| 2026-04-01 | 13.46575204480500 |
| 2026-05-01 | 13.60547578052310 |
| 2026-06-01 | 13.71502483618470 |