Table Data - All Employees: Private Service Providing in South Bend-Mishawaka, IN-MI (MSA)
| Title | All Employees: Private Service Providing in South Bend-Mishawaka, IN-MI (MSA) |
|---|---|
| Series ID | SMU18437800800000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-04-01 |
| Last Updated | 2026-05-26 2:00 PM 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 | 82.8389012574485 |
| 1990-02-01 | 82.9029250321824 |
| 1990-03-01 | 83.3245542380922 |
| 1990-04-01 | 82.9593986089761 |
| 1990-05-01 | 82.9281307328065 |
| 1990-06-01 | 82.3815537243371 |
| 1990-07-01 | 82.7095032135495 |
| 1990-08-01 | 82.8644023288923 |
| 1990-09-01 | 82.8767034923038 |
| 1990-10-01 | 82.1431870780931 |
| 1990-11-01 | 81.9977904544559 |
| 1990-12-01 | 82.3466824567540 |
| 1991-01-01 | 82.2721633079562 |
| 1991-02-01 | 82.3327987448001 |
| 1991-03-01 | 82.4669425497135 |
| 1991-04-01 | 82.6131257158561 |
| 1991-05-01 | 82.9017129867527 |
| 1991-06-01 | 82.7468825308840 |
| 1991-07-01 | 82.1760372116712 |
| 1991-08-01 | 82.2252534357388 |
| 1991-09-01 | 83.0206344394196 |
| 1991-10-01 | 82.0868276702645 |
| 1991-11-01 | 82.3323728032959 |
| 1991-12-01 | 82.2668018276495 |
| 1992-01-01 | 82.7793469775820 |
| 1992-02-01 | 82.8345904780452 |
| 1992-03-01 | 83.5211544343785 |
| 1992-04-01 | 81.7713373442002 |
| 1992-05-01 | 82.2903692383711 |
| 1992-06-01 | 83.2331017397433 |
| 1992-07-01 | 83.7169658447204 |
| 1992-08-01 | 83.6535839188988 |
| 1992-09-01 | 83.9212879617252 |
| 1992-10-01 | 85.1765994914149 |
| 1992-11-01 | 85.2926394321579 |
| 1992-12-01 | 85.1780537031686 |
| 1993-01-01 | 85.2918026017323 |
| 1993-02-01 | 85.3039143278949 |
| 1993-03-01 | 85.4457819056770 |
| 1993-04-01 | 86.5066416603972 |
| 1993-05-01 | 87.0248233665272 |
| 1993-06-01 | 85.6801469921452 |
| 1993-07-01 | 86.0544412321349 |
| 1993-08-01 | 86.6128444275803 |
| 1993-09-01 | 87.4615024126517 |
| 1993-10-01 | 88.6076707512072 |
| 1993-11-01 | 89.1000414532848 |
| 1993-12-01 | 89.5027002879333 |
| 1994-01-01 | 89.5128011399430 |
| 1994-02-01 | 90.0909231497256 |
| 1994-03-01 | 90.6201667898012 |
| 1994-04-01 | 92.0701780107389 |
| 1994-05-01 | 92.1280831230938 |
| 1994-06-01 | 92.3224317275187 |
| 1994-07-01 | 92.5186492305395 |
| 1994-08-01 | 92.5536963582053 |
| 1994-09-01 | 92.3294991428049 |
| 1994-10-01 | 91.8246659200835 |
| 1994-11-01 | 91.9580761448157 |
| 1994-12-01 | 92.1440468377808 |
| 1995-01-01 | 93.2033567449838 |
| 1995-02-01 | 93.4409778299877 |
| 1995-03-01 | 94.5985200298270 |
| 1995-04-01 | 93.4723856134005 |
| 1995-05-01 | 93.3273156254986 |
| 1995-06-01 | 94.9565691930554 |
| 1995-07-01 | 93.5680027071228 |
| 1995-08-01 | 93.9720269719195 |
| 1995-09-01 | 94.0841930798934 |
| 1995-10-01 | 93.1259813579490 |
| 1995-11-01 | 93.6990237520427 |
| 1995-12-01 | 94.2803575777613 |
| 1996-01-01 | 94.1930302543252 |
| 1996-02-01 | 94.5416395208286 |
| 1996-03-01 | 94.2769034535482 |
| 1996-04-01 | 93.5664892764510 |
| 1996-05-01 | 93.8079787546711 |
| 1996-06-01 | 93.9986227723646 |
| 1996-07-01 | 94.7848140954790 |
| 1996-08-01 | 95.4268874543017 |
| 1996-09-01 | 94.4294274463904 |
| 1996-10-01 | 94.1848531396132 |
| 1996-11-01 | 94.1649898492465 |
| 1996-12-01 | 94.3565933458530 |
| 1997-01-01 | 95.1888055693499 |
| 1997-02-01 | 95.4753548390217 |
| 1997-03-01 | 96.2121539854454 |
| 1997-04-01 | 96.0530496243044 |
| 1997-05-01 | 96.7320942192633 |
| 1997-06-01 | 96.7731951959777 |
| 1997-07-01 | 96.6859439027250 |
| 1997-08-01 | 96.8806445348748 |
| 1997-09-01 | 96.6321924624748 |
| 1997-10-01 | 97.4923120536944 |
| 1997-11-01 | 97.9129637985026 |
| 1997-12-01 | 97.9049715234111 |
| 1998-01-01 | 96.7627435369197 |
| 1998-02-01 | 96.8238513958154 |
| 1998-03-01 | 96.7501032565994 |
| 1998-04-01 | 97.4827216534066 |
| 1998-05-01 | 97.6615811508466 |
| 1998-06-01 | 98.1090530637109 |
| 1998-07-01 | 97.9317378278323 |
| 1998-08-01 | 98.3502891568582 |
| 1998-09-01 | 98.8782051339761 |
| 1998-10-01 | 99.5763656888142 |
| 1998-11-01 | 99.7110032512093 |
| 1998-12-01 | 99.8476561349001 |
| 1999-01-01 | 98.9544731601321 |
| 1999-02-01 | 99.9687194903529 |
| 1999-03-01 | 100.2719791022080 |
| 1999-04-01 | 101.3918513625310 |
| 1999-05-01 | 100.5044662546110 |
| 1999-06-01 | 100.4711180038030 |
| 1999-07-01 | 100.7764624576900 |
| 1999-08-01 | 100.5918833186850 |
| 1999-09-01 | 100.5040597369180 |
| 1999-10-01 | 100.9891520314570 |
| 1999-11-01 | 101.3447863282820 |
| 1999-12-01 | 101.8534521787930 |
| 2000-01-01 | 102.2437771510810 |
| 2000-02-01 | 102.2748537358110 |
| 2000-03-01 | 102.5634878955210 |
| 2000-04-01 | 102.9942100512030 |
| 2000-05-01 | 102.8864432378380 |
| 2000-06-01 | 102.8681227933000 |
| 2000-07-01 | 102.7989701349200 |
| 2000-08-01 | 103.1575767908590 |
| 2000-09-01 | 102.7882140822610 |
| 2000-10-01 | 101.8406181411260 |
| 2000-11-01 | 101.9661461128020 |
| 2000-12-01 | 102.0260383989160 |
| 2001-01-01 | 102.5435057840000 |
| 2001-02-01 | 102.6416420772670 |
| 2001-03-01 | 102.6504868316830 |
| 2001-04-01 | 102.0822403118320 |
| 2001-05-01 | 101.8270159094710 |
| 2001-06-01 | 101.8132901078720 |
| 2001-07-01 | 101.5071938947530 |
| 2001-08-01 | 101.7561623260940 |
| 2001-09-01 | 100.9474287161960 |
| 2001-10-01 | 100.2493500601570 |
| 2001-11-01 | 100.0652958279590 |
| 2001-12-01 | 99.7352720878529 |
| 2002-01-01 | 99.9808947498218 |
| 2002-02-01 | 99.8740887719142 |
| 2002-03-01 | 99.4313723934995 |
| 2002-04-01 | 99.4651147009714 |
| 2002-05-01 | 100.5350555352700 |
| 2002-06-01 | 100.5575138051620 |
| 2002-07-01 | 100.7290367338830 |
| 2002-08-01 | 101.2753660780230 |
| 2002-09-01 | 101.3241471035720 |
| 2002-10-01 | 101.1682694539690 |
| 2002-11-01 | 101.0189982674580 |
| 2002-12-01 | 101.0491298683480 |
| 2003-01-01 | 99.7225777928533 |
| 2003-02-01 | 99.7875072554213 |
| 2003-03-01 | 99.7934643192281 |
| 2003-04-01 | 100.0472176092980 |
| 2003-05-01 | 100.0492994703340 |
| 2003-06-01 | 99.8010515993070 |
| 2003-07-01 | 99.8971252329618 |
| 2003-08-01 | 99.7697359997829 |
| 2003-09-01 | 99.6053123438454 |
| 2003-10-01 | 99.6037645447720 |
| 2003-11-01 | 100.2545375220600 |
| 2003-12-01 | 100.6772857335570 |
| 2004-01-01 | 100.6740459034340 |
| 2004-02-01 | 100.7143972275430 |
| 2004-03-01 | 100.8218688975120 |
| 2004-04-01 | 101.8384154664640 |
| 2004-05-01 | 101.0502380879860 |
| 2004-06-01 | 101.0869814258460 |
| 2004-07-01 | 101.4562263816180 |
| 2004-08-01 | 100.8189736996010 |
| 2004-09-01 | 101.4004884223220 |
| 2004-10-01 | 103.5645012603250 |
| 2004-11-01 | 103.1539512276430 |
| 2004-12-01 | 102.2145803752250 |
| 2005-01-01 | 102.2518053644830 |
| 2005-02-01 | 102.7468686454180 |
| 2005-03-01 | 102.9773902745480 |
| 2005-04-01 | 102.5329652497640 |
| 2005-05-01 | 101.9876389427020 |
| 2005-06-01 | 102.6139733129480 |
| 2005-07-01 | 102.5354914057620 |
| 2005-08-01 | 102.3347908725420 |
| 2005-09-01 | 102.8982409585860 |
| 2005-10-01 | 102.9795456496560 |
| 2005-11-01 | 102.2550311455350 |
| 2005-12-01 | 101.5726096037790 |
| 2006-01-01 | 102.3953233071050 |
| 2006-02-01 | 102.5692403338520 |
| 2006-03-01 | 102.7367736178030 |
| 2006-04-01 | 102.3447901610860 |
| 2006-05-01 | 101.5060108582420 |
| 2006-06-01 | 102.1803995599800 |
| 2006-07-01 | 102.6596228883390 |
| 2006-08-01 | 102.7657675315090 |
| 2006-09-01 | 102.9410623546590 |
| 2006-10-01 | 103.2739569456670 |
| 2006-11-01 | 103.6766774595550 |
| 2006-12-01 | 103.3562842539700 |
| 2007-01-01 | 103.2788130795580 |
| 2007-02-01 | 103.1444821185520 |
| 2007-03-01 | 103.0460689130920 |
| 2007-04-01 | 103.1327242785920 |
| 2007-05-01 | 102.5634232177980 |
| 2007-06-01 | 103.5853235295640 |
| 2007-07-01 | 103.5399987274690 |
| 2007-08-01 | 103.4929452446530 |
| 2007-09-01 | 103.2868755066470 |
| 2007-10-01 | 103.2311287879610 |
| 2007-11-01 | 103.4571717486330 |
| 2007-12-01 | 103.6172670450740 |
| 2008-01-01 | 103.3441375956620 |
| 2008-02-01 | 102.9710193308210 |
| 2008-03-01 | 103.0737444630510 |
| 2008-04-01 | 102.9494951675580 |
| 2008-05-01 | 102.6955032475340 |
| 2008-06-01 | 103.3690875499850 |
| 2008-07-01 | 102.7889539759460 |
| 2008-08-01 | 102.3404147070640 |
| 2008-09-01 | 101.5267732953800 |
| 2008-10-01 | 100.8092430558860 |
| 2008-11-01 | 100.0362069681570 |
| 2008-12-01 | 99.8450508581897 |
| 2009-01-01 | 99.0850186657836 |
| 2009-02-01 | 98.1965973146408 |
| 2009-03-01 | 97.9535151419403 |
| 2009-04-01 | 97.5328288396491 |
| 2009-05-01 | 97.5480744289595 |
| 2009-06-01 | 98.4941081362521 |
| 2009-07-01 | 96.3622203526029 |
| 2009-08-01 | 96.2285283046475 |
| 2009-09-01 | 96.7547661828470 |
| 2009-10-01 | 96.1847639545427 |
| 2009-11-01 | 96.2800241613505 |
| 2009-12-01 | 96.1707249806458 |
| 2010-01-01 | 96.3003658840446 |
| 2010-02-01 | 96.5630891248396 |
| 2010-03-01 | 96.4582439575246 |
| 2010-04-01 | 98.7275099949532 |
| 2010-05-01 | 98.2408376728597 |
| 2010-06-01 | 97.3160094129570 |
| 2010-07-01 | 96.2855134437926 |
| 2010-08-01 | 97.3662410436027 |
| 2010-09-01 | 98.4522317472985 |
| 2010-10-01 | 98.2057472358454 |
| 2010-11-01 | 98.1448347130072 |
| 2010-12-01 | 98.4998657069709 |
| 2011-01-01 | 99.1195891809092 |
| 2011-02-01 | 99.4280958625586 |
| 2011-03-01 | 99.3302106835666 |
| 2011-04-01 | 100.6540956361250 |
| 2011-05-01 | 100.2139123938110 |
| 2011-06-01 | 99.1525256155090 |
| 2011-07-01 | 97.4933111088430 |
| 2011-08-01 | 97.9432986098620 |
| 2011-09-01 | 98.5870499092528 |
| 2011-10-01 | 99.7205544660069 |
| 2011-11-01 | 99.5255538783797 |
| 2011-12-01 | 99.5105221670854 |
| 2012-01-01 | 99.0238141584277 |
| 2012-02-01 | 99.4838575169812 |
| 2012-03-01 | 99.1451030537451 |
| 2012-04-01 | 98.3244682114922 |
| 2012-05-01 | 97.4152818382005 |
| 2012-06-01 | 97.9172242858032 |
| 2012-07-01 | 98.6483904131707 |
| 2012-08-01 | 98.9913176466363 |
| 2012-09-01 | 98.7823349638494 |
| 2012-10-01 | 98.2025154017283 |
| 2012-11-01 | 98.3462907868769 |
| 2012-12-01 | 98.4102668418333 |
| 2013-01-01 | 98.6360553941017 |
| 2013-02-01 | 98.5347296376776 |
| 2013-03-01 | 98.6994103524921 |
| 2013-04-01 | 98.6359299477482 |
| 2013-05-01 | 98.6828021025866 |
| 2013-06-01 | 98.8953982943744 |
| 2013-07-01 | 99.0034739727972 |
| 2013-08-01 | 99.7103242663692 |
| 2013-09-01 | 99.4176279088752 |
| 2013-10-01 | 99.7085413541642 |
| 2013-11-01 | 99.9019022503068 |
| 2013-12-01 | 100.1527540347250 |
| 2014-01-01 | 100.1478217988030 |
| 2014-02-01 | 100.3518699878210 |
| 2014-03-01 | 100.6690497867940 |
| 2014-04-01 | 101.0390605773640 |
| 2014-05-01 | 101.1470313085900 |
| 2014-06-01 | 101.4363686519720 |
| 2014-07-01 | 100.6990853937350 |
| 2014-08-01 | 100.9608646319020 |
| 2014-09-01 | 101.0945885810720 |
| 2014-10-01 | 101.4081842035180 |
| 2014-11-01 | 101.9910455730520 |
| 2014-12-01 | 102.1508924036770 |
| 2015-01-01 | 101.9845156335050 |
| 2015-02-01 | 101.9631026656600 |
| 2015-03-01 | 102.0362178198350 |
| 2015-04-01 | 102.0984202063780 |
| 2015-05-01 | 102.9484109314550 |
| 2015-06-01 | 103.0701667534130 |
| 2015-07-01 | 103.3373702623140 |
| 2015-08-01 | 103.2594515489740 |
| 2015-09-01 | 103.5126053033630 |
| 2015-10-01 | 103.8252044373110 |
| 2015-11-01 | 103.8455265640170 |
| 2015-12-01 | 103.8590322614140 |
| 2016-01-01 | 104.3877102770600 |
| 2016-02-01 | 104.1218867984790 |
| 2016-03-01 | 104.2955805483100 |
| 2016-04-01 | 105.1747926947540 |
| 2016-05-01 | 105.0180979606100 |
| 2016-06-01 | 105.0335295158260 |
| 2016-07-01 | 105.2316862743920 |
| 2016-08-01 | 105.3324850992950 |
| 2016-09-01 | 106.4386837977900 |
| 2016-10-01 | 105.7391583791320 |
| 2016-11-01 | 105.6285734134280 |
| 2016-12-01 | 105.4276119683210 |
| 2017-01-01 | 105.3665683410530 |
| 2017-02-01 | 105.8205705249290 |
| 2017-03-01 | 106.0757677957980 |
| 2017-04-01 | 105.8084257341910 |
| 2017-05-01 | 105.6823394059970 |
| 2017-06-01 | 105.3329527262220 |
| 2017-07-01 | 105.3690262360850 |
| 2017-08-01 | 105.3372239136870 |
| 2017-09-01 | 105.6683593713360 |
| 2017-10-01 | 105.4498023646540 |
| 2017-11-01 | 105.6096434454750 |
| 2017-12-01 | 105.4596901160340 |
| 2018-01-01 | 105.6484232395640 |
| 2018-02-01 | 106.1306147954780 |
| 2018-03-01 | 106.5907751396980 |
| 2018-04-01 | 106.7954694266900 |
| 2018-05-01 | 106.6739626277470 |
| 2018-06-01 | 106.4800425359380 |
| 2018-07-01 | 106.6724782121700 |
| 2018-08-01 | 106.6047434291940 |
| 2018-09-01 | 106.8216525678630 |
| 2018-10-01 | 106.9660746934080 |
| 2018-11-01 | 106.9679039486960 |
| 2018-12-01 | 107.5649121516190 |
| 2019-01-01 | 108.1696390272940 |
| 2019-02-01 | 108.2180058229310 |
| 2019-03-01 | 108.3600614242230 |
| 2019-04-01 | 107.5685210425690 |
| 2019-05-01 | 108.0124989552060 |
| 2019-06-01 | 108.5173885704210 |
| 2019-07-01 | 108.4592396062760 |
| 2019-08-01 | 109.1902856012570 |
| 2019-09-01 | 108.9447431627950 |
| 2019-10-01 | 108.4804413676200 |
| 2019-11-01 | 108.5940452661360 |
| 2019-12-01 | 108.8697229976900 |
| 2020-01-01 | 106.7312851812680 |
| 2020-02-01 | 106.3796743609870 |
| 2020-03-01 | 105.2518959839410 |
| 2020-04-01 | 87.2491952486868 |
| 2020-05-01 | 91.2493705226798 |
| 2020-06-01 | 94.6562887898267 |
| 2020-07-01 | 95.6859174869645 |
| 2020-08-01 | 97.0791354447979 |
| 2020-09-01 | 96.3456636547413 |
| 2020-10-01 | 97.3007303740306 |
| 2020-11-01 | 97.5261083745189 |
| 2020-12-01 | 97.6164305399461 |
| 2021-01-01 | 97.8512579740795 |
| 2021-02-01 | 98.0043869605110 |
| 2021-03-01 | 98.2586214256677 |
| 2021-04-01 | 98.5779694398722 |
| 2021-05-01 | 98.9806441893130 |
| 2021-06-01 | 99.2427696556033 |
| 2021-07-01 | 99.5553178705724 |
| 2021-08-01 | 99.0863002227774 |
| 2021-09-01 | 98.5393856404585 |
| 2021-10-01 | 99.7149723372369 |
| 2021-11-01 | 100.0600708919520 |
| 2021-12-01 | 100.5207854739530 |
| 2022-01-01 | 100.9602765244310 |
| 2022-02-01 | 101.1355255854060 |
| 2022-03-01 | 101.7841673472240 |
| 2022-04-01 | 102.3569673618440 |
| 2022-05-01 | 102.3256261396250 |
| 2022-06-01 | 102.8223385617930 |
| 2022-07-01 | 103.0221540618030 |
| 2022-08-01 | 102.9437054954570 |
| 2022-09-01 | 102.7637082628480 |
| 2022-10-01 | 103.2629882272110 |
| 2022-11-01 | 103.9077137799040 |
| 2022-12-01 | 103.6615121331520 |
| 2023-01-01 | 104.6926459834410 |
| 2023-02-01 | 105.4264292262610 |
| 2023-03-01 | 105.1403796843750 |
| 2023-04-01 | 105.0761165232170 |
| 2023-05-01 | 105.4671012763650 |
| 2023-06-01 | 105.1451599214470 |
| 2023-07-01 | 104.8537024979490 |
| 2023-08-01 | 105.1456414965400 |
| 2023-09-01 | 105.0730429047890 |
| 2023-10-01 | 104.9384190237110 |
| 2023-11-01 | 104.0537454347840 |
| 2023-12-01 | 103.6788677290470 |
| 2024-01-01 | 102.5941714488840 |
| 2024-02-01 | 102.7415190350700 |
| 2024-03-01 | 102.8473547167560 |
| 2024-04-01 | 103.2116457949780 |
| 2024-05-01 | 103.3468001651930 |
| 2024-06-01 | 103.6436077559500 |
| 2024-07-01 | 104.2568528254370 |
| 2024-08-01 | 103.7561437952560 |
| 2024-09-01 | 103.5235827724200 |
| 2024-10-01 | 103.4031189107320 |
| 2024-11-01 | 103.3944416489200 |
| 2024-12-01 | 103.4548089718420 |
| 2025-01-01 | 103.0522077872250 |
| 2025-02-01 | 103.2136654171820 |
| 2025-03-01 | 103.2838334990400 |
| 2025-04-01 | 102.8675246846050 |
| 2025-05-01 | 102.6922048701710 |
| 2025-06-01 | 102.4047445157920 |
| 2025-07-01 | 102.1345248042340 |
| 2025-08-01 | 101.9708124124040 |
| 2025-09-01 | 101.9880733074030 |
| 2025-10-01 | 101.8417356557140 |
| 2025-11-01 | 102.0042439733540 |
| 2025-12-01 | 101.7838254968610 |
| 2026-01-01 | 102.1962132807200 |
| 2026-02-01 | 102.2809133187030 |
| 2026-03-01 | 102.1347626034390 |
| 2026-04-01 | 101.9518341218780 |