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 2026-06-01 |
| Last Updated | 2026-07-22 10:21 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 | 82.8389012574485 |
| 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 | 82.1431870780930 |
| 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 | 82.0868276702644 |
| 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 | 85.2918026017322 |
| 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 | 88.6076707512073 |
| 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 | 91.8246659200836 |
| 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 | 94.2769034535481 |
| 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 | 94.1848531396133 |
| 1996-11-01 | 94.1649898492465 |
| 1996-12-01 | 94.3565933458530 |
| 1997-01-01 | 95.1888055693499 |
| 1997-02-01 | 95.4753548390216 |
| 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 | 96.8806445348749 |
| 1997-09-01 | 96.6321924624749 |
| 1997-10-01 | 97.4923120536943 |
| 1997-11-01 | 97.9129637985026 |
| 1997-12-01 | 97.9049715234112 |
| 1998-01-01 | 96.7627435369197 |
| 1998-02-01 | 96.8238513958153 |
| 1998-03-01 | 96.7501032565993 |
| 1998-04-01 | 97.4827216534065 |
| 1998-05-01 | 97.6615811508466 |
| 1998-06-01 | 98.1090530637110 |
| 1998-07-01 | 97.9317378278324 |
| 1998-08-01 | 98.3502891568591 |
| 1998-09-01 | 98.8782051339761 |
| 1998-10-01 | 99.5763656888137 |
| 1998-11-01 | 99.7110032512090 |
| 1998-12-01 | 99.8476561348998 |
| 1999-01-01 | 98.9544731601319 |
| 1999-02-01 | 99.9687194903530 |
| 1999-03-01 | 100.2719791022080 |
| 1999-04-01 | 101.3918513625310 |
| 1999-05-01 | 100.5044662546120 |
| 1999-06-01 | 100.4711180038030 |
| 1999-07-01 | 100.7764624576900 |
| 1999-08-01 | 100.5918833186860 |
| 1999-09-01 | 100.5040597369170 |
| 1999-10-01 | 100.9891520314560 |
| 1999-11-01 | 101.3447863282810 |
| 1999-12-01 | 101.8534521787930 |
| 2000-01-01 | 102.2437771510800 |
| 2000-02-01 | 102.2748537358120 |
| 2000-03-01 | 102.5634878955230 |
| 2000-04-01 | 102.9942100512030 |
| 2000-05-01 | 102.8864432378390 |
| 2000-06-01 | 102.8681227933000 |
| 2000-07-01 | 102.7989701349200 |
| 2000-08-01 | 103.1575767908620 |
| 2000-09-01 | 102.7882140822610 |
| 2000-10-01 | 101.8406181411250 |
| 2000-11-01 | 101.9661461128000 |
| 2000-12-01 | 102.0260383989140 |
| 2001-01-01 | 102.5435057839950 |
| 2001-02-01 | 102.6416420772650 |
| 2001-03-01 | 102.6504868316820 |
| 2001-04-01 | 102.0822403118440 |
| 2001-05-01 | 101.8270159094720 |
| 2001-06-01 | 101.8132901078770 |
| 2001-07-01 | 101.5071938947620 |
| 2001-08-01 | 101.7561623260860 |
| 2001-09-01 | 100.9474287162020 |
| 2001-10-01 | 100.2493500601560 |
| 2001-11-01 | 100.0652958279580 |
| 2001-12-01 | 99.7352720878312 |
| 2002-01-01 | 99.9808947497947 |
| 2002-02-01 | 99.8740887718999 |
| 2002-03-01 | 99.4313723934999 |
| 2002-04-01 | 99.4651147010108 |
| 2002-05-01 | 100.5350555352840 |
| 2002-06-01 | 100.5575138051910 |
| 2002-07-01 | 100.7290367339130 |
| 2002-08-01 | 101.2753660780060 |
| 2002-09-01 | 101.3241471035820 |
| 2002-10-01 | 101.1682694539950 |
| 2002-11-01 | 101.0189982674500 |
| 2002-12-01 | 101.0491298681910 |
| 2003-01-01 | 99.7225777927981 |
| 2003-02-01 | 99.7875072553946 |
| 2003-03-01 | 99.7934643192408 |
| 2003-04-01 | 100.0472176093870 |
| 2003-05-01 | 100.0492994704350 |
| 2003-06-01 | 99.8010515993819 |
| 2003-07-01 | 99.8971252330230 |
| 2003-08-01 | 99.7697359997541 |
| 2003-09-01 | 99.6053123438501 |
| 2003-10-01 | 99.6037645448201 |
| 2003-11-01 | 100.2545375220300 |
| 2003-12-01 | 100.6772857332300 |
| 2004-01-01 | 100.6740459033110 |
| 2004-02-01 | 100.7143972274300 |
| 2004-03-01 | 100.8218688974130 |
| 2004-04-01 | 101.8384154664230 |
| 2004-05-01 | 101.0502380889920 |
| 2004-06-01 | 101.0869814258050 |
| 2004-07-01 | 101.4562263815930 |
| 2004-08-01 | 100.8189736995140 |
| 2004-09-01 | 101.4004884222850 |
| 2004-10-01 | 103.5645012603540 |
| 2004-11-01 | 103.1539512275370 |
| 2004-12-01 | 102.2145803746870 |
| 2005-01-01 | 102.2518053642400 |
| 2005-02-01 | 102.7468686451800 |
| 2005-03-01 | 102.9773902743410 |
| 2005-04-01 | 102.5329652496660 |
| 2005-05-01 | 101.9876389447850 |
| 2005-06-01 | 102.6139733130420 |
| 2005-07-01 | 102.5354914059260 |
| 2005-08-01 | 102.3347908725840 |
| 2005-09-01 | 102.8982409584700 |
| 2005-10-01 | 102.9795456492070 |
| 2005-11-01 | 102.2550311445240 |
| 2005-12-01 | 101.5726096021870 |
| 2006-01-01 | 102.3953233061250 |
| 2006-02-01 | 102.5692403336580 |
| 2006-03-01 | 102.7367736185270 |
| 2006-04-01 | 102.3447901625870 |
| 2006-05-01 | 101.5060108629870 |
| 2006-06-01 | 102.1803995609800 |
| 2006-07-01 | 102.6596228881630 |
| 2006-08-01 | 102.7657675299860 |
| 2006-09-01 | 102.9410623522460 |
| 2006-10-01 | 103.2739569427520 |
| 2006-11-01 | 103.6766774569540 |
| 2006-12-01 | 103.3562842522660 |
| 2007-01-01 | 103.2788130798290 |
| 2007-02-01 | 103.1444821205850 |
| 2007-03-01 | 103.0460689161880 |
| 2007-04-01 | 103.1327242835700 |
| 2007-05-01 | 102.5634232250270 |
| 2007-06-01 | 103.5853235292110 |
| 2007-07-01 | 103.5399987246290 |
| 2007-08-01 | 103.4929452389090 |
| 2007-09-01 | 103.2868755005710 |
| 2007-10-01 | 103.2311287824480 |
| 2007-11-01 | 103.4571717459500 |
| 2007-12-01 | 103.6172670460470 |
| 2008-01-01 | 103.3441375986770 |
| 2008-02-01 | 102.9710193326340 |
| 2008-03-01 | 103.0737444605050 |
| 2008-04-01 | 102.9494951941930 |
| 2008-05-01 | 102.6955032648860 |
| 2008-06-01 | 103.3690875418620 |
| 2008-07-01 | 102.7889539680850 |
| 2008-08-01 | 102.3404146746430 |
| 2008-09-01 | 101.5267732983320 |
| 2008-10-01 | 100.8092430172900 |
| 2008-11-01 | 100.0362069781700 |
| 2008-12-01 | 99.8450508750475 |
| 2009-01-01 | 99.0850186833281 |
| 2009-02-01 | 98.1965973326949 |
| 2009-03-01 | 97.9535151595086 |
| 2009-04-01 | 97.5328289221972 |
| 2009-05-01 | 97.5480743009951 |
| 2009-06-01 | 98.4941081551285 |
| 2009-07-01 | 96.3622203648111 |
| 2009-08-01 | 96.2285282584565 |
| 2009-09-01 | 96.7547661982301 |
| 2009-10-01 | 96.1847638809602 |
| 2009-11-01 | 96.2800241792686 |
| 2009-12-01 | 96.1707250117227 |
| 2010-01-01 | 96.3003659236760 |
| 2010-02-01 | 96.5630891721062 |
| 2010-03-01 | 96.4582440072669 |
| 2010-04-01 | 98.7275101354510 |
| 2010-05-01 | 98.2408373871468 |
| 2010-06-01 | 97.3160094348716 |
| 2010-07-01 | 96.2855134453184 |
| 2010-08-01 | 97.3662409573900 |
| 2010-09-01 | 98.4522317597515 |
| 2010-10-01 | 98.2057471327967 |
| 2010-11-01 | 98.1448347638113 |
| 2010-12-01 | 98.4998657825500 |
| 2011-01-01 | 99.1195892797966 |
| 2011-02-01 | 99.4280959973823 |
| 2011-03-01 | 99.3302108695371 |
| 2011-04-01 | 100.6540959392410 |
| 2011-05-01 | 100.2139120375040 |
| 2011-06-01 | 99.1525256427241 |
| 2011-07-01 | 97.4933108816704 |
| 2011-08-01 | 97.9432980972395 |
| 2011-09-01 | 98.5870494506750 |
| 2011-10-01 | 99.7205540657316 |
| 2011-11-01 | 99.5255539848637 |
| 2011-12-01 | 99.5105226754278 |
| 2012-01-01 | 99.0238148848597 |
| 2012-02-01 | 99.4838582726206 |
| 2012-03-01 | 99.1451037219950 |
| 2012-04-01 | 98.3244698338812 |
| 2012-05-01 | 97.4152805497125 |
| 2012-06-01 | 97.9172239194483 |
| 2012-07-01 | 98.6483892549900 |
| 2012-08-01 | 98.9913157741041 |
| 2012-09-01 | 98.7823330249150 |
| 2012-10-01 | 98.2025141668768 |
| 2012-11-01 | 98.3462911726801 |
| 2012-12-01 | 98.4102687181579 |
| 2013-01-01 | 98.6360583192882 |
| 2013-02-01 | 98.5347328574970 |
| 2013-03-01 | 98.6994133295800 |
| 2013-04-01 | 98.6359285401264 |
| 2013-05-01 | 98.6828010374593 |
| 2013-06-01 | 98.8953986819104 |
| 2013-07-01 | 99.0034725344775 |
| 2013-08-01 | 99.7103211519481 |
| 2013-09-01 | 99.4176189028263 |
| 2013-10-01 | 99.7085372118770 |
| 2013-11-01 | 99.9018986987380 |
| 2013-12-01 | 100.1527512956960 |
| 2014-01-01 | 100.1478503795610 |
| 2014-02-01 | 100.3518706121550 |
| 2014-03-01 | 100.6690616518860 |
| 2014-04-01 | 101.0390566225960 |
| 2014-05-01 | 101.1470319820240 |
| 2014-06-01 | 101.4363688578590 |
| 2014-07-01 | 100.6990783254240 |
| 2014-08-01 | 100.9608490113880 |
| 2014-09-01 | 101.0945581348870 |
| 2014-10-01 | 101.4081665151530 |
| 2014-11-01 | 101.9910372660130 |
| 2014-12-01 | 102.1508962246630 |
| 2015-01-01 | 101.9845899803500 |
| 2015-02-01 | 101.9631230912290 |
| 2015-03-01 | 102.0362557950790 |
| 2015-04-01 | 102.0984192794890 |
| 2015-05-01 | 102.9484084635390 |
| 2015-06-01 | 103.0701506228430 |
| 2015-07-01 | 103.3373342502480 |
| 2015-08-01 | 103.2593960076080 |
| 2015-09-01 | 103.5125283093500 |
| 2015-10-01 | 103.8251593380540 |
| 2015-11-01 | 103.8455191600220 |
| 2015-12-01 | 103.8590691296350 |
| 2016-01-01 | 104.3878691203710 |
| 2016-02-01 | 104.1219645546620 |
| 2016-03-01 | 104.2956668494180 |
| 2016-04-01 | 105.1748096186290 |
| 2016-05-01 | 105.0180745667660 |
| 2016-06-01 | 105.0334801567010 |
| 2016-07-01 | 105.2316084288790 |
| 2016-08-01 | 105.3323283906270 |
| 2016-09-01 | 106.4385350039800 |
| 2016-10-01 | 105.7390426133400 |
| 2016-11-01 | 105.6284940062460 |
| 2016-12-01 | 105.4275767584990 |
| 2017-01-01 | 105.3669875223480 |
| 2017-02-01 | 105.8211587172670 |
| 2017-03-01 | 106.0758701999730 |
| 2017-04-01 | 105.8082969808170 |
| 2017-05-01 | 105.6821776218610 |
| 2017-06-01 | 105.3328043505190 |
| 2017-07-01 | 105.3688533104230 |
| 2017-08-01 | 105.3369424604970 |
| 2017-09-01 | 105.6681096836890 |
| 2017-10-01 | 105.4496041396380 |
| 2017-11-01 | 105.6095122186970 |
| 2017-12-01 | 105.4596383470650 |
| 2018-01-01 | 105.6491799789980 |
| 2018-02-01 | 106.1317907294680 |
| 2018-03-01 | 106.5909460410850 |
| 2018-04-01 | 106.7952293184830 |
| 2018-05-01 | 106.6736679024790 |
| 2018-06-01 | 106.4797540263960 |
| 2018-07-01 | 106.6721168602830 |
| 2018-08-01 | 106.6041881935180 |
| 2018-09-01 | 106.8213421591410 |
| 2018-10-01 | 106.9656494178480 |
| 2018-11-01 | 106.9676598702780 |
| 2018-12-01 | 107.5648865548860 |
| 2019-01-01 | 108.1708262407160 |
| 2019-02-01 | 108.2199166902660 |
| 2019-03-01 | 108.3604176187540 |
| 2019-04-01 | 107.5682676539780 |
| 2019-05-01 | 108.0121692339410 |
| 2019-06-01 | 108.5170006979120 |
| 2019-07-01 | 108.4586661943960 |
| 2019-08-01 | 109.1893607543330 |
| 2019-09-01 | 108.9440439190080 |
| 2019-10-01 | 108.4792947578580 |
| 2019-11-01 | 108.5930477927940 |
| 2019-12-01 | 108.8710848086900 |
| 2020-01-01 | 106.7318570679320 |
| 2020-02-01 | 106.3841508702850 |
| 2020-03-01 | 105.2519483748070 |
| 2020-04-01 | 87.2489216807672 |
| 2020-05-01 | 91.2482715649151 |
| 2020-06-01 | 94.6561174329594 |
| 2020-07-01 | 95.6855748161166 |
| 2020-08-01 | 97.0784208240465 |
| 2020-09-01 | 96.3453149197691 |
| 2020-10-01 | 97.2944797497424 |
| 2020-11-01 | 97.5251584375770 |
| 2020-12-01 | 97.6199699050823 |
| 2021-01-01 | 97.8512774953145 |
| 2021-02-01 | 98.0129171155125 |
| 2021-03-01 | 98.2589137055496 |
| 2021-04-01 | 98.5778775620937 |
| 2021-05-01 | 98.9786661171308 |
| 2021-06-01 | 99.2425722366345 |
| 2021-07-01 | 99.5550963033711 |
| 2021-08-01 | 99.0852934560362 |
| 2021-09-01 | 98.5385146898872 |
| 2021-10-01 | 99.7028612987960 |
| 2021-11-01 | 100.0586497950230 |
| 2021-12-01 | 100.5265651757020 |
| 2022-01-01 | 100.9602738170090 |
| 2022-02-01 | 101.1489332076300 |
| 2022-03-01 | 101.7861053853480 |
| 2022-04-01 | 102.3581411649410 |
| 2022-05-01 | 102.3230654568400 |
| 2022-06-01 | 102.8217504126600 |
| 2022-07-01 | 103.0213061348430 |
| 2022-08-01 | 102.9415202379460 |
| 2022-09-01 | 102.7614403526870 |
| 2022-10-01 | 103.2437992049470 |
| 2022-11-01 | 103.9048162795180 |
| 2022-12-01 | 103.6673824270160 |
| 2023-01-01 | 104.6935841490890 |
| 2023-02-01 | 105.4444745345150 |
| 2023-03-01 | 105.1494865177210 |
| 2023-04-01 | 105.0941084645880 |
| 2023-05-01 | 105.4517765559600 |
| 2023-06-01 | 105.1405345987810 |
| 2023-07-01 | 104.8508023192720 |
| 2023-08-01 | 105.1415233689660 |
| 2023-09-01 | 105.0679042325260 |
| 2023-10-01 | 104.9155006448530 |
| 2023-11-01 | 104.0472276633470 |
| 2023-12-01 | 103.6830993461240 |
| 2024-01-01 | 102.5960355893030 |
| 2024-02-01 | 102.7637310157520 |
| 2024-03-01 | 102.8654809725590 |
| 2024-04-01 | 103.2536274218590 |
| 2024-05-01 | 103.3156503421830 |
| 2024-06-01 | 103.6321616335400 |
| 2024-07-01 | 104.2516710470200 |
| 2024-08-01 | 103.7504322477740 |
| 2024-09-01 | 103.5161303616240 |
| 2024-10-01 | 103.3758829247530 |
| 2024-11-01 | 103.3849824201030 |
| 2024-12-01 | 103.4558766649720 |
| 2025-01-01 | 103.0555898333760 |
| 2025-02-01 | 103.2383747724920 |
| 2025-03-01 | 103.3123765305820 |
| 2025-04-01 | 102.9385150273610 |
| 2025-05-01 | 102.6431144130270 |
| 2025-06-01 | 102.3828032016110 |
| 2025-07-01 | 102.1270036814560 |
| 2025-08-01 | 101.9635909103080 |
| 2025-09-01 | 101.9782941231750 |
| 2025-10-01 | 101.8143565197130 |
| 2025-11-01 | 101.9922191080110 |
| 2025-12-01 | 101.7812431985580 |
| 2026-01-01 | 102.2002844655370 |
| 2026-02-01 | 102.3051477035730 |
| 2026-03-01 | 102.1695875849360 |
| 2026-04-01 | 101.9412625739870 |
| 2026-05-01 | 102.1111611063650 |
| 2026-06-01 | 101.9723015651480 |