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 2026-09-01 |
| Last Updated | 2026-10-20 10:17 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 | 82.8389012574 |
| 1990-02-01 | 82.9029250322 |
| 1990-03-01 | 83.3245542381 |
| 1990-04-01 | 82.9593986090 |
| 1990-05-01 | 82.9281307328 |
| 1990-06-01 | 82.3815537243 |
| 1990-07-01 | 82.7095032135 |
| 1990-08-01 | 82.8644023289 |
| 1990-09-01 | 82.8767034923 |
| 1990-10-01 | 82.1431870781 |
| 1990-11-01 | 81.9977904545 |
| 1990-12-01 | 82.3466824568 |
| 1991-01-01 | 82.2721633080 |
| 1991-02-01 | 82.3327987448 |
| 1991-03-01 | 82.4669425497 |
| 1991-04-01 | 82.6131257159 |
| 1991-05-01 | 82.9017129868 |
| 1991-06-01 | 82.7468825309 |
| 1991-07-01 | 82.1760372117 |
| 1991-08-01 | 82.2252534357 |
| 1991-09-01 | 83.0206344394 |
| 1991-10-01 | 82.0868276703 |
| 1991-11-01 | 82.3323728033 |
| 1991-12-01 | 82.2668018276 |
| 1992-01-01 | 82.7793469776 |
| 1992-02-01 | 82.8345904780 |
| 1992-03-01 | 83.5211544344 |
| 1992-04-01 | 81.7713373442 |
| 1992-05-01 | 82.2903692384 |
| 1992-06-01 | 83.2331017397 |
| 1992-07-01 | 83.7169658447 |
| 1992-08-01 | 83.6535839189 |
| 1992-09-01 | 83.9212879617 |
| 1992-10-01 | 85.1765994914 |
| 1992-11-01 | 85.2926394322 |
| 1992-12-01 | 85.1780537032 |
| 1993-01-01 | 85.2918026017 |
| 1993-02-01 | 85.3039143279 |
| 1993-03-01 | 85.4457819057 |
| 1993-04-01 | 86.5066416604 |
| 1993-05-01 | 87.0248233665 |
| 1993-06-01 | 85.6801469921 |
| 1993-07-01 | 86.0544412321 |
| 1993-08-01 | 86.6128444276 |
| 1993-09-01 | 87.4615024127 |
| 1993-10-01 | 88.6076707512 |
| 1993-11-01 | 89.1000414533 |
| 1993-12-01 | 89.5027002879 |
| 1994-01-01 | 89.5128011399 |
| 1994-02-01 | 90.0909231497 |
| 1994-03-01 | 90.6201667898 |
| 1994-04-01 | 92.0701780107 |
| 1994-05-01 | 92.1280831231 |
| 1994-06-01 | 92.3224317275 |
| 1994-07-01 | 92.5186492305 |
| 1994-08-01 | 92.5536963582 |
| 1994-09-01 | 92.3294991428 |
| 1994-10-01 | 91.8246659201 |
| 1994-11-01 | 91.9580761448 |
| 1994-12-01 | 92.1440468378 |
| 1995-01-01 | 93.2033567450 |
| 1995-02-01 | 93.4409778300 |
| 1995-03-01 | 94.5985200298 |
| 1995-04-01 | 93.4723856134 |
| 1995-05-01 | 93.3273156255 |
| 1995-06-01 | 94.9565691931 |
| 1995-07-01 | 93.5680027071 |
| 1995-08-01 | 93.9720269719 |
| 1995-09-01 | 94.0841930799 |
| 1995-10-01 | 93.1259813579 |
| 1995-11-01 | 93.6990237520 |
| 1995-12-01 | 94.2803575778 |
| 1996-01-01 | 94.1930302543 |
| 1996-02-01 | 94.5416395208 |
| 1996-03-01 | 94.2769034535 |
| 1996-04-01 | 93.5664892765 |
| 1996-05-01 | 93.8079787547 |
| 1996-06-01 | 93.9986227724 |
| 1996-07-01 | 94.7848140955 |
| 1996-08-01 | 95.4268874543 |
| 1996-09-01 | 94.4294274464 |
| 1996-10-01 | 94.1848531396 |
| 1996-11-01 | 94.1649898492 |
| 1996-12-01 | 94.3565933459 |
| 1997-01-01 | 95.1888055694 |
| 1997-02-01 | 95.4753548390 |
| 1997-03-01 | 96.2121539854 |
| 1997-04-01 | 96.0530496243 |
| 1997-05-01 | 96.7320942193 |
| 1997-06-01 | 96.7731951960 |
| 1997-07-01 | 96.6859439027 |
| 1997-08-01 | 96.8806445349 |
| 1997-09-01 | 96.6321924625 |
| 1997-10-01 | 97.4923120537 |
| 1997-11-01 | 97.9129637985 |
| 1997-12-01 | 97.9049715234 |
| 1998-01-01 | 96.7627435369 |
| 1998-02-01 | 96.8238513958 |
| 1998-03-01 | 96.7501032566 |
| 1998-04-01 | 97.4827216534 |
| 1998-05-01 | 97.6615811508 |
| 1998-06-01 | 98.1090530637 |
| 1998-07-01 | 97.9317378278 |
| 1998-08-01 | 98.3502891568 |
| 1998-09-01 | 98.8782051340 |
| 1998-10-01 | 99.5763656888 |
| 1998-11-01 | 99.7110032512 |
| 1998-12-01 | 99.8476561349 |
| 1999-01-01 | 98.9544731601 |
| 1999-02-01 | 99.9687194903 |
| 1999-03-01 | 100.2719791022 |
| 1999-04-01 | 101.3918513625 |
| 1999-05-01 | 100.5044662546 |
| 1999-06-01 | 100.4711180038 |
| 1999-07-01 | 100.7764624577 |
| 1999-08-01 | 100.5918833187 |
| 1999-09-01 | 100.5040597369 |
| 1999-10-01 | 100.9891520315 |
| 1999-11-01 | 101.3447863283 |
| 1999-12-01 | 101.8534521788 |
| 2000-01-01 | 102.2437771511 |
| 2000-02-01 | 102.2748537358 |
| 2000-03-01 | 102.5634878955 |
| 2000-04-01 | 102.9942100512 |
| 2000-05-01 | 102.8864432378 |
| 2000-06-01 | 102.8681227933 |
| 2000-07-01 | 102.7989701349 |
| 2000-08-01 | 103.1575767908 |
| 2000-09-01 | 102.7882140823 |
| 2000-10-01 | 101.8406181412 |
| 2000-11-01 | 101.9661461128 |
| 2000-12-01 | 102.0260383990 |
| 2001-01-01 | 102.5435057841 |
| 2001-02-01 | 102.6416420773 |
| 2001-03-01 | 102.6504868317 |
| 2001-04-01 | 102.0822403115 |
| 2001-05-01 | 101.8270159095 |
| 2001-06-01 | 101.8132901078 |
| 2001-07-01 | 101.5071938945 |
| 2001-08-01 | 101.7561623264 |
| 2001-09-01 | 100.9474287160 |
| 2001-10-01 | 100.2493500602 |
| 2001-11-01 | 100.0652958279 |
| 2001-12-01 | 99.7352720885 |
| 2002-01-01 | 99.9808947505 |
| 2002-02-01 | 99.8740887723 |
| 2002-03-01 | 99.4313723935 |
| 2002-04-01 | 99.4651146998 |
| 2002-05-01 | 100.5350555350 |
| 2002-06-01 | 100.5575138044 |
| 2002-07-01 | 100.7290367330 |
| 2002-08-01 | 101.2753660785 |
| 2002-09-01 | 101.3241471033 |
| 2002-10-01 | 101.1682694533 |
| 2002-11-01 | 101.0189982675 |
| 2002-12-01 | 101.0491298728 |
| 2003-01-01 | 99.7225777943 |
| 2003-02-01 | 99.7875072561 |
| 2003-03-01 | 99.7934643188 |
| 2003-04-01 | 100.0472176068 |
| 2003-05-01 | 100.0492994679 |
| 2003-06-01 | 99.8010515972 |
| 2003-07-01 | 99.8971252312 |
| 2003-08-01 | 99.7697360006 |
| 2003-09-01 | 99.6053123437 |
| 2003-10-01 | 99.6037645435 |
| 2003-11-01 | 100.2545375226 |
| 2003-12-01 | 100.6772857428 |
| 2004-01-01 | 100.6740459066 |
| 2004-02-01 | 100.7143972305 |
| 2004-03-01 | 100.8218689001 |
| 2004-04-01 | 101.8384154675 |
| 2004-05-01 | 101.0502380611 |
| 2004-06-01 | 101.0869814269 |
| 2004-07-01 | 101.4562263823 |
| 2004-08-01 | 100.8189737019 |
| 2004-09-01 | 101.4004884232 |
| 2004-10-01 | 103.5645012595 |
| 2004-11-01 | 103.1539512302 |
| 2004-12-01 | 102.2145803904 |
| 2005-01-01 | 102.2518053709 |
| 2005-02-01 | 102.7468686517 |
| 2005-03-01 | 102.9773902801 |
| 2005-04-01 | 102.5329652527 |
| 2005-05-01 | 101.9876388874 |
| 2005-06-01 | 102.6139733119 |
| 2005-07-01 | 102.5354914028 |
| 2005-08-01 | 102.3347908719 |
| 2005-09-01 | 102.8982409598 |
| 2005-10-01 | 102.9795456564 |
| 2005-11-01 | 102.2550311648 |
| 2005-12-01 | 101.5726096403 |
| 2006-01-01 | 102.3953233313 |
| 2006-02-01 | 102.5692403465 |
| 2006-03-01 | 102.7367736148 |
| 2006-04-01 | 102.3447901431 |
| 2006-05-01 | 101.5060107486 |
| 2006-06-01 | 102.1803995414 |
| 2006-07-01 | 102.6596228720 |
| 2006-08-01 | 102.7657675314 |
| 2006-09-01 | 102.9410623710 |
| 2006-10-01 | 103.2739569829 |
| 2006-11-01 | 103.6766775237 |
| 2006-12-01 | 103.3562843376 |
| 2007-01-01 | 103.2788131385 |
| 2007-02-01 | 103.1444821408 |
| 2007-03-01 | 103.0460688915 |
| 2007-04-01 | 103.1327241895 |
| 2007-05-01 | 102.5634229827 |
| 2007-06-01 | 103.5853234899 |
| 2007-07-01 | 103.5399986896 |
| 2007-08-01 | 103.4929452637 |
| 2007-09-01 | 103.2868755530 |
| 2007-10-01 | 103.2311288703 |
| 2007-11-01 | 103.4571718804 |
| 2007-12-01 | 103.6172672031 |
| 2008-01-01 | 103.3441377446 |
| 2008-02-01 | 102.9710194715 |
| 2008-03-01 | 103.0737445932 |
| 2008-04-01 | 102.9494946425 |
| 2008-05-01 | 102.6955025273 |
| 2008-06-01 | 103.3690876638 |
| 2008-07-01 | 102.7889539591 |
| 2008-08-01 | 102.3404149178 |
| 2008-09-01 | 101.5267733763 |
| 2008-10-01 | 100.8092432958 |
| 2008-11-01 | 100.0362071356 |
| 2008-12-01 | 99.8450510603 |
| 2009-01-01 | 99.0850188886 |
| 2009-02-01 | 98.1965975495 |
| 2009-03-01 | 97.9535153691 |
| 2009-04-01 | 97.5328277671 |
| 2009-05-01 | 97.5480734759 |
| 2009-06-01 | 98.4941081614 |
| 2009-07-01 | 96.3622201361 |
| 2009-08-01 | 96.2285285851 |
| 2009-09-01 | 96.7547663404 |
| 2009-10-01 | 96.1847646864 |
| 2009-11-01 | 96.2800248943 |
| 2009-12-01 | 96.1707257131 |
| 2010-01-01 | 96.3003663820 |
| 2010-02-01 | 96.5630892598 |
| 2010-03-01 | 96.4582437483 |
| 2010-04-01 | 98.7275076892 |
| 2010-05-01 | 98.2408358414 |
| 2010-06-01 | 97.3160087744 |
| 2010-07-01 | 96.2855127534 |
| 2010-08-01 | 97.3662414413 |
| 2010-09-01 | 98.4522323307 |
| 2010-10-01 | 98.2057493914 |
| 2010-11-01 | 98.1448373030 |
| 2010-12-01 | 98.4998681646 |
| 2011-01-01 | 99.1195906352 |
| 2011-02-01 | 99.4280961494 |
| 2011-03-01 | 99.3302101787 |
| 2011-04-01 | 100.6540926382 |
| 2011-05-01 | 100.2139095968 |
| 2011-06-01 | 99.1525224289 |
| 2011-07-01 | 97.4933053739 |
| 2011-08-01 | 97.9432923065 |
| 2011-09-01 | 98.5870453278 |
| 2011-10-01 | 99.7205579864 |
| 2011-11-01 | 99.5255650267 |
| 2011-12-01 | 99.5105372093 |
| 2012-01-01 | 99.0238294442 |
| 2012-02-01 | 99.4838697782 |
| 2012-03-01 | 99.1451108852 |
| 2012-04-01 | 98.3244194049 |
| 2012-05-01 | 97.4152899673 |
| 2012-06-01 | 97.9172152184 |
| 2012-07-01 | 98.6483717809 |
| 2012-08-01 | 98.9912940496 |
| 2012-09-01 | 98.7823170038 |
| 2012-10-01 | 98.2025202087 |
| 2012-11-01 | 98.3463213265 |
| 2012-12-01 | 98.4103132800 |
| 2013-01-01 | 98.6361059608 |
| 2013-02-01 | 98.5347717909 |
| 2013-03-01 | 98.6994386942 |
| 2013-04-01 | 98.6357746863 |
| 2013-05-01 | 98.6828272218 |
| 2013-06-01 | 98.8953938112 |
| 2013-07-01 | 99.0034470383 |
| 2013-08-01 | 99.7102773152 |
| 2013-09-01 | 99.4175335010 |
| 2013-10-01 | 99.7085232617 |
| 2013-11-01 | 99.9018988073 |
| 2013-12-01 | 100.1527604111 |
| 2014-01-01 | 100.1483759870 |
| 2014-02-01 | 100.3519014901 |
| 2014-03-01 | 100.6688817926 |
| 2014-04-01 | 101.0388364951 |
| 2014-05-01 | 101.1471188349 |
| 2014-06-01 | 101.4363815439 |
| 2014-07-01 | 100.6990005289 |
| 2014-08-01 | 100.9606722847 |
| 2014-09-01 | 101.0942557152 |
| 2014-10-01 | 101.4080281404 |
| 2014-11-01 | 101.9910158682 |
| 2014-12-01 | 102.1510033934 |
| 2015-01-01 | 101.9858052579 |
| 2015-02-01 | 101.9633537925 |
| 2015-03-01 | 102.0360032190 |
| 2015-04-01 | 102.0982051507 |
| 2015-05-01 | 102.9484617951 |
| 2015-06-01 | 103.0700330798 |
| 2015-07-01 | 103.3369967238 |
| 2015-08-01 | 103.2588270057 |
| 2015-09-01 | 103.5117474852 |
| 2015-10-01 | 103.8247423063 |
| 2015-11-01 | 103.8455292236 |
| 2015-12-01 | 103.8595515970 |
| 2016-01-01 | 104.3902058110 |
| 2016-02-01 | 104.1228207766 |
| 2016-03-01 | 104.2956211827 |
| 2016-04-01 | 105.1744569741 |
| 2016-05-01 | 105.0179006992 |
| 2016-06-01 | 105.0331094296 |
| 2016-07-01 | 105.2307882802 |
| 2016-08-01 | 105.3317070992 |
| 2016-09-01 | 106.4367390642 |
| 2016-10-01 | 105.7374806368 |
| 2016-11-01 | 105.6271498288 |
| 2016-12-01 | 105.4264987631 |
| 2017-01-01 | 105.3753982199 |
| 2017-02-01 | 105.8259686024 |
| 2017-03-01 | 106.0746305372 |
| 2017-04-01 | 105.8062310710 |
| 2017-05-01 | 105.6807686810 |
| 2017-06-01 | 105.3316916649 |
| 2017-07-01 | 105.3671425410 |
| 2017-08-01 | 105.3366179248 |
| 2017-09-01 | 105.6650420752 |
| 2017-10-01 | 105.4466959821 |
| 2017-11-01 | 105.6068282533 |
| 2017-12-01 | 105.4573222038 |
| 2018-01-01 | 105.6643375699 |
| 2018-02-01 | 106.1413971565 |
| 2018-03-01 | 106.5892084904 |
| 2018-04-01 | 106.7917505151 |
| 2018-05-01 | 106.6706827273 |
| 2018-06-01 | 106.4770784993 |
| 2018-07-01 | 106.6685308371 |
| 2018-08-01 | 106.6033133230 |
| 2018-09-01 | 106.8155479430 |
| 2018-10-01 | 106.9614215442 |
| 2018-11-01 | 106.9641941296 |
| 2018-12-01 | 107.5623124900 |
| 2019-01-01 | 108.1937234668 |
| 2019-02-01 | 108.2360880222 |
| 2019-03-01 | 108.3598836015 |
| 2019-04-01 | 107.5641918301 |
| 2019-05-01 | 108.0070520355 |
| 2019-06-01 | 108.5108081319 |
| 2019-07-01 | 108.4506937421 |
| 2019-08-01 | 109.1850540170 |
| 2019-09-01 | 108.9339844767 |
| 2019-10-01 | 108.4729053691 |
| 2019-11-01 | 108.5886354727 |
| 2019-12-01 | 108.8791836978 |
| 2020-01-01 | 106.7565517579 |
| 2020-02-01 | 106.4078241483 |
| 2020-03-01 | 105.2561847370 |
| 2020-04-01 | 87.2489592304 |
| 2020-05-01 | 91.2453172567 |
| 2020-06-01 | 94.6521367850 |
| 2020-07-01 | 95.6380000309 |
| 2020-08-01 | 97.0752773043 |
| 2020-09-01 | 96.3350878072 |
| 2020-10-01 | 97.2895826204 |
| 2020-11-01 | 97.5214276089 |
| 2020-12-01 | 97.6396166861 |
| 2021-01-01 | 97.8790232449 |
| 2021-02-01 | 98.0511924580 |
| 2021-03-01 | 98.2697917560 |
| 2021-04-01 | 98.5849508833 |
| 2021-05-01 | 98.9814789583 |
| 2021-06-01 | 99.2448060916 |
| 2021-07-01 | 99.4268361621 |
| 2021-08-01 | 99.0875815073 |
| 2021-09-01 | 98.5345489086 |
| 2021-10-01 | 99.7050694224 |
| 2021-11-01 | 100.0614504087 |
| 2021-12-01 | 100.5637748758 |
| 2022-01-01 | 100.9893845764 |
| 2022-02-01 | 101.2011683171 |
| 2022-03-01 | 101.8072789142 |
| 2022-04-01 | 102.3757079111 |
| 2022-05-01 | 102.3339498661 |
| 2022-06-01 | 102.8320161725 |
| 2022-07-01 | 102.7758775286 |
| 2022-08-01 | 102.9524785942 |
| 2022-09-01 | 102.7697695958 |
| 2022-10-01 | 103.2610388567 |
| 2022-11-01 | 103.9229324310 |
| 2022-12-01 | 103.7194849447 |
| 2023-01-01 | 104.7292043219 |
| 2023-02-01 | 105.5109064005 |
| 2023-03-01 | 105.1828811948 |
| 2023-04-01 | 105.1215489080 |
| 2023-05-01 | 105.4696543435 |
| 2023-06-01 | 105.1676637792 |
| 2023-07-01 | 104.4705541131 |
| 2023-08-01 | 105.1134265309 |
| 2023-09-01 | 105.1201754707 |
| 2023-10-01 | 104.9672859012 |
| 2023-11-01 | 104.0928071049 |
| 2023-12-01 | 103.7566593524 |
| 2024-01-01 | 102.6353959453 |
| 2024-02-01 | 102.8304969000 |
| 2024-03-01 | 102.9024880611 |
| 2024-04-01 | 103.2839517002 |
| 2024-05-01 | 103.3358974272 |
| 2024-06-01 | 103.6842550490 |
| 2024-07-01 | 103.7552951447 |
| 2024-08-01 | 103.6713819950 |
| 2024-09-01 | 103.6178524032 |
| 2024-10-01 | 103.4672043622 |
| 2024-11-01 | 103.4593587568 |
| 2024-12-01 | 103.5392896921 |
| 2025-01-01 | 103.1027637107 |
| 2025-02-01 | 103.3036558948 |
| 2025-03-01 | 103.3470779652 |
| 2025-04-01 | 102.9655480152 |
| 2025-05-01 | 102.6616326825 |
| 2025-06-01 | 102.4610832710 |
| 2025-07-01 | 101.5484493380 |
| 2025-08-01 | 101.8180163204 |
| 2025-09-01 | 102.1356781101 |
| 2025-10-01 | 101.9448119680 |
| 2025-11-01 | 102.0933473902 |
| 2025-12-01 | 101.8720548703 |
| 2026-01-01 | 102.2511183432 |
| 2026-02-01 | 102.3580517994 |
| 2026-03-01 | 102.1948984477 |
| 2026-04-01 | 101.9591459093 |
| 2026-05-01 | 102.1223178059 |
| 2026-06-01 | 101.8648368547 |
| 2026-07-01 | 102.0664723381 |
| 2026-08-01 | 102.2090109143 |
| 2026-09-01 | 101.5319959777 |