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 2026-07-01 |
| Last Updated | 2026-08-21 7:08 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 | 82.9593986089760 |
| 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 | 82.3466824567541 |
| 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 | 85.2918026017323 |
| 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 | 92.3224317275186 |
| 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 | 93.9986227723647 |
| 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 | 95.1888055693498 |
| 1997-02-01 | 95.4753548390216 |
| 1997-03-01 | 96.2121539854453 |
| 1997-04-01 | 96.0530496243044 |
| 1997-05-01 | 96.7320942192633 |
| 1997-06-01 | 96.7731951959778 |
| 1997-07-01 | 96.6859439027252 |
| 1997-08-01 | 96.8806445348751 |
| 1997-09-01 | 96.6321924624751 |
| 1997-10-01 | 97.4923120536941 |
| 1997-11-01 | 97.9129637985026 |
| 1997-12-01 | 97.9049715234112 |
| 1998-01-01 | 96.7627435369196 |
| 1998-02-01 | 96.8238513958151 |
| 1998-03-01 | 96.7501032565990 |
| 1998-04-01 | 97.4827216534064 |
| 1998-05-01 | 97.6615811508465 |
| 1998-06-01 | 98.1090530637110 |
| 1998-07-01 | 97.9317378278326 |
| 1998-08-01 | 98.3502891568607 |
| 1998-09-01 | 98.8782051339760 |
| 1998-10-01 | 99.5763656888127 |
| 1998-11-01 | 99.7110032512082 |
| 1998-12-01 | 99.8476561348993 |
| 1999-01-01 | 98.9544731601318 |
| 1999-02-01 | 99.9687194903535 |
| 1999-03-01 | 100.2719791022090 |
| 1999-04-01 | 101.3918513625320 |
| 1999-05-01 | 100.5044662546120 |
| 1999-06-01 | 100.4711180038030 |
| 1999-07-01 | 100.7764624576890 |
| 1999-08-01 | 100.5918833186880 |
| 1999-09-01 | 100.5040597369160 |
| 1999-10-01 | 100.9891520314540 |
| 1999-11-01 | 101.3447863282800 |
| 1999-12-01 | 101.8534521787920 |
| 2000-01-01 | 102.2437771510800 |
| 2000-02-01 | 102.2748537358140 |
| 2000-03-01 | 102.5634878955260 |
| 2000-04-01 | 102.9942100512040 |
| 2000-05-01 | 102.8864432378400 |
| 2000-06-01 | 102.8681227933000 |
| 2000-07-01 | 102.7989701349190 |
| 2000-08-01 | 103.1575767908650 |
| 2000-09-01 | 102.7882140822610 |
| 2000-10-01 | 101.8406181411220 |
| 2000-11-01 | 101.9661461127960 |
| 2000-12-01 | 102.0260383989090 |
| 2001-01-01 | 102.5435057839870 |
| 2001-02-01 | 102.6416420772590 |
| 2001-03-01 | 102.6504868316790 |
| 2001-04-01 | 102.0822403118760 |
| 2001-05-01 | 101.8270159094730 |
| 2001-06-01 | 101.8132901078870 |
| 2001-07-01 | 101.5071938947830 |
| 2001-08-01 | 101.7561623260630 |
| 2001-09-01 | 100.9474287162190 |
| 2001-10-01 | 100.2493500601520 |
| 2001-11-01 | 100.0652958279590 |
| 2001-12-01 | 99.7352720877740 |
| 2002-01-01 | 99.9808947497326 |
| 2002-02-01 | 99.8740887718629 |
| 2002-03-01 | 99.4313723935018 |
| 2002-04-01 | 99.4651147011155 |
| 2002-05-01 | 100.5350555353030 |
| 2002-06-01 | 100.5575138052690 |
| 2002-07-01 | 100.7290367339970 |
| 2002-08-01 | 101.2753660779690 |
| 2002-09-01 | 101.3241471036100 |
| 2002-10-01 | 101.1682694540520 |
| 2002-11-01 | 101.0189982674380 |
| 2002-12-01 | 101.0491298677670 |
| 2003-01-01 | 99.7225777926624 |
| 2003-02-01 | 99.7875072553279 |
| 2003-03-01 | 99.7934643192812 |
| 2003-04-01 | 100.0472176096300 |
| 2003-05-01 | 100.0492994706540 |
| 2003-06-01 | 99.8010515995913 |
| 2003-07-01 | 99.8971252331937 |
| 2003-08-01 | 99.7697359996914 |
| 2003-09-01 | 99.6053123438646 |
| 2003-10-01 | 99.6037645449281 |
| 2003-11-01 | 100.2545375219610 |
| 2003-12-01 | 100.6772857323530 |
| 2004-01-01 | 100.6740459030000 |
| 2004-02-01 | 100.7143972271350 |
| 2004-03-01 | 100.8218688971540 |
| 2004-04-01 | 101.8384154663140 |
| 2004-05-01 | 101.0502380916410 |
| 2004-06-01 | 101.0869814257000 |
| 2004-07-01 | 101.4562263815310 |
| 2004-08-01 | 100.8189736993000 |
| 2004-09-01 | 101.4004884221930 |
| 2004-10-01 | 103.5645012604040 |
| 2004-11-01 | 103.1539512272590 |
| 2004-12-01 | 102.2145803732390 |
| 2005-01-01 | 102.2518053636330 |
| 2005-02-01 | 102.7468686446160 |
| 2005-03-01 | 102.9773902738690 |
| 2005-04-01 | 102.5329652494160 |
| 2005-05-01 | 101.9876389502110 |
| 2005-06-01 | 102.6139733129540 |
| 2005-07-01 | 102.5354914059050 |
| 2005-08-01 | 102.3347908723240 |
| 2005-09-01 | 102.8982409581040 |
| 2005-10-01 | 102.9795456485990 |
| 2005-11-01 | 102.2550311431200 |
| 2005-12-01 | 101.5726095994120 |
| 2006-01-01 | 102.3953233045070 |
| 2006-02-01 | 102.5692403329370 |
| 2006-03-01 | 102.7367736188960 |
| 2006-04-01 | 102.3447901639150 |
| 2006-05-01 | 101.5060108729340 |
| 2006-06-01 | 102.1803995616070 |
| 2006-07-01 | 102.6596228884650 |
| 2006-08-01 | 102.7657675289830 |
| 2006-09-01 | 102.9410623501570 |
| 2006-10-01 | 103.2739569397220 |
| 2006-11-01 | 103.6766774523800 |
| 2006-12-01 | 103.3562842463110 |
| 2007-01-01 | 103.2788130760900 |
| 2007-02-01 | 103.1444821197400 |
| 2007-03-01 | 103.0460689184690 |
| 2007-04-01 | 103.1327242911290 |
| 2007-05-01 | 102.5634232477410 |
| 2007-06-01 | 103.5853235308630 |
| 2007-07-01 | 103.5399987236250 |
| 2007-08-01 | 103.4929452345730 |
| 2007-09-01 | 103.2868754936760 |
| 2007-10-01 | 103.2311287740680 |
| 2007-11-01 | 103.4571717354980 |
| 2007-12-01 | 103.6172670346240 |
| 2008-01-01 | 103.3441375901730 |
| 2008-02-01 | 102.9710193290350 |
| 2008-03-01 | 103.0737444616690 |
| 2008-04-01 | 102.9494952188810 |
| 2008-05-01 | 102.6955033251640 |
| 2008-06-01 | 103.3690875481060 |
| 2008-07-01 | 102.7889539620460 |
| 2008-08-01 | 102.3404146393520 |
| 2008-09-01 | 101.5267732990810 |
| 2008-10-01 | 100.8092429783680 |
| 2008-11-01 | 100.0362069719620 |
| 2008-12-01 | 99.8450508658992 |
| 2009-01-01 | 99.0850186758698 |
| 2009-02-01 | 98.1965973281766 |
| 2009-03-01 | 97.9535151566163 |
| 2009-04-01 | 97.5328289528346 |
| 2009-05-01 | 97.5480744223439 |
| 2009-06-01 | 98.4941081368060 |
| 2009-07-01 | 96.3622203256626 |
| 2009-08-01 | 96.2285281771297 |
| 2009-09-01 | 96.7547662136090 |
| 2009-10-01 | 96.1847638595687 |
| 2009-11-01 | 96.2800242499255 |
| 2009-12-01 | 96.1707250693851 |
| 2010-01-01 | 96.3003659451943 |
| 2010-02-01 | 96.5630891475324 |
| 2010-03-01 | 96.4582439419367 |
| 2010-04-01 | 98.7275100797302 |
| 2010-05-01 | 98.2408374420923 |
| 2010-06-01 | 97.3160092587315 |
| 2010-07-01 | 96.2855132550404 |
| 2010-08-01 | 97.3662407625261 |
| 2010-09-01 | 98.4522317934780 |
| 2010-10-01 | 98.2057473139051 |
| 2010-11-01 | 98.1448352282447 |
| 2010-12-01 | 98.4998662187879 |
| 2011-01-01 | 99.1195895543149 |
| 2011-02-01 | 99.4280961593826 |
| 2011-03-01 | 99.3302110635552 |
| 2011-04-01 | 100.6540961545910 |
| 2011-05-01 | 100.2139121546100 |
| 2011-06-01 | 99.1525249156410 |
| 2011-07-01 | 97.4933089818032 |
| 2011-08-01 | 97.9432953412336 |
| 2011-09-01 | 98.5870472300201 |
| 2011-10-01 | 99.7205539578050 |
| 2011-11-01 | 99.5255565817261 |
| 2011-12-01 | 99.5105269247978 |
| 2012-01-01 | 99.0238195188824 |
| 2012-02-01 | 99.4838620830947 |
| 2012-03-01 | 99.1451061643667 |
| 2012-04-01 | 98.3244632374550 |
| 2012-05-01 | 97.4152827165408 |
| 2012-06-01 | 97.9172202711993 |
| 2012-07-01 | 98.6483818436874 |
| 2012-08-01 | 98.9913057561286 |
| 2012-09-01 | 98.7823243822968 |
| 2012-10-01 | 98.2025127259883 |
| 2012-11-01 | 98.3462992739155 |
| 2012-12-01 | 98.4102836069576 |
| 2013-01-01 | 98.6360762043923 |
| 2013-02-01 | 98.5347490815440 |
| 2013-03-01 | 98.6994254689559 |
| 2013-04-01 | 98.6358878330720 |
| 2013-05-01 | 98.6828092662128 |
| 2013-06-01 | 98.8953967694582 |
| 2013-07-01 | 99.0034613870307 |
| 2013-08-01 | 99.7103022063941 |
| 2013-09-01 | 99.4175776898903 |
| 2013-10-01 | 99.7085269974961 |
| 2013-11-01 | 99.9018949132004 |
| 2013-12-01 | 100.1527513437580 |
| 2014-01-01 | 100.1480464173670 |
| 2014-02-01 | 100.3518743375100 |
| 2014-03-01 | 100.6690291896160 |
| 2014-04-01 | 101.0389788629480 |
| 2014-05-01 | 101.1470516947240 |
| 2014-06-01 | 101.4363721338100 |
| 2014-07-01 | 100.6990560880810 |
| 2014-08-01 | 100.9607959380700 |
| 2014-09-01 | 101.0944446464380 |
| 2014-10-01 | 101.4081144278530 |
| 2014-11-01 | 101.9910171509420 |
| 2014-12-01 | 102.1509133931840 |
| 2015-01-01 | 101.9850227899510 |
| 2015-02-01 | 101.9631750245090 |
| 2015-03-01 | 102.0362196501930 |
| 2015-04-01 | 102.0983220931360 |
| 2015-05-01 | 102.9484195593340 |
| 2015-06-01 | 103.0701263563300 |
| 2015-07-01 | 103.3372526146640 |
| 2015-08-01 | 103.2592423568390 |
| 2015-09-01 | 103.5122652392120 |
| 2015-10-01 | 103.8250047917950 |
| 2015-11-01 | 103.8454752697380 |
| 2015-12-01 | 103.8591661167120 |
| 2016-01-01 | 104.3886632525670 |
| 2016-02-01 | 104.1222049925700 |
| 2016-03-01 | 104.2957399208750 |
| 2016-04-01 | 105.1746714741090 |
| 2016-05-01 | 105.0179227356550 |
| 2016-06-01 | 105.0333902491000 |
| 2016-07-01 | 105.2313704463360 |
| 2016-08-01 | 105.3324770265130 |
| 2016-09-01 | 106.4379155188400 |
| 2016-10-01 | 105.7384684532320 |
| 2016-11-01 | 105.6279490677410 |
| 2016-12-01 | 105.4270859792740 |
| 2017-01-01 | 105.3694549094990 |
| 2017-02-01 | 105.8225271223980 |
| 2017-03-01 | 106.0758401424870 |
| 2017-04-01 | 105.8078320823700 |
| 2017-05-01 | 105.6814666501220 |
| 2017-06-01 | 105.3324886842190 |
| 2017-07-01 | 105.3683615291200 |
| 2017-08-01 | 105.3376032160600 |
| 2017-09-01 | 105.6671065949540 |
| 2017-10-01 | 105.4485660232670 |
| 2017-11-01 | 105.6084125635240 |
| 2017-12-01 | 105.4585227992590 |
| 2018-01-01 | 105.6533447455120 |
| 2018-02-01 | 106.1343799788150 |
| 2018-03-01 | 106.5909521781830 |
| 2018-04-01 | 106.7946040367420 |
| 2018-05-01 | 106.6724735300790 |
| 2018-06-01 | 106.4792304130780 |
| 2018-07-01 | 106.6713508673320 |
| 2018-08-01 | 106.6053071459110 |
| 2018-09-01 | 106.8192083100880 |
| 2018-10-01 | 106.9640612727800 |
| 2018-11-01 | 106.9659547539840 |
| 2018-12-01 | 107.5631888873730 |
| 2019-01-01 | 108.1767936364580 |
| 2019-02-01 | 108.2242877837880 |
| 2019-03-01 | 108.3611118386490 |
| 2019-04-01 | 107.5679774727590 |
| 2019-05-01 | 108.0106029942770 |
| 2019-06-01 | 108.5157701814090 |
| 2019-07-01 | 108.4568700167770 |
| 2019-08-01 | 109.1896717763790 |
| 2019-09-01 | 108.9404262474180 |
| 2019-10-01 | 108.4773256399960 |
| 2019-11-01 | 108.5915149545650 |
| 2019-12-01 | 108.8696687918010 |
| 2020-01-01 | 106.7392877332240 |
| 2020-02-01 | 106.3890591334390 |
| 2020-03-01 | 105.2548299705830 |
| 2020-04-01 | 87.2501874633381 |
| 2020-05-01 | 91.2498557667930 |
| 2020-06-01 | 94.6547942287736 |
| 2020-07-01 | 95.6748110593522 |
| 2020-08-01 | 97.0783258066936 |
| 2020-09-01 | 96.3407887203828 |
| 2020-10-01 | 97.2901784568039 |
| 2020-11-01 | 97.5236974508821 |
| 2020-12-01 | 97.6181376495307 |
| 2021-01-01 | 97.8594131846394 |
| 2021-02-01 | 98.0240765875824 |
| 2021-03-01 | 98.2656101282162 |
| 2021-04-01 | 98.5840819352912 |
| 2021-05-01 | 98.9884016839334 |
| 2021-06-01 | 99.2467067985727 |
| 2021-07-01 | 99.5095359352651 |
| 2021-08-01 | 99.0879081633585 |
| 2021-09-01 | 98.5355999436635 |
| 2021-10-01 | 99.6964630487321 |
| 2021-11-01 | 100.0569268837340 |
| 2021-12-01 | 100.5247642328890 |
| 2022-01-01 | 100.9684059722660 |
| 2022-02-01 | 101.1673132079700 |
| 2022-03-01 | 101.8004315180240 |
| 2022-04-01 | 102.3737420111460 |
| 2022-05-01 | 102.3446416557070 |
| 2022-06-01 | 102.8328177351720 |
| 2022-07-01 | 102.9363083309660 |
| 2022-08-01 | 102.9439778974200 |
| 2022-09-01 | 102.7566985519820 |
| 2022-10-01 | 103.2318756058330 |
| 2022-11-01 | 103.8996871237950 |
| 2022-12-01 | 103.6630635416500 |
| 2023-01-01 | 104.6994967724810 |
| 2023-02-01 | 105.4716730531310 |
| 2023-03-01 | 105.1746744476760 |
| 2023-04-01 | 105.1278494645600 |
| 2023-05-01 | 105.4996595959570 |
| 2023-06-01 | 105.1743725324760 |
| 2023-07-01 | 104.7099845696750 |
| 2023-08-01 | 105.1288762084260 |
| 2023-09-01 | 105.0545201578860 |
| 2023-10-01 | 104.8973270872440 |
| 2023-11-01 | 104.0380755050120 |
| 2023-12-01 | 103.6770363553640 |
| 2024-01-01 | 102.6011821389880 |
| 2024-02-01 | 102.7956158774270 |
| 2024-03-01 | 102.9028431048320 |
| 2024-04-01 | 103.3074636306630 |
| 2024-05-01 | 103.3933396803770 |
| 2024-06-01 | 103.7020344917090 |
| 2024-07-01 | 104.0595929252700 |
| 2024-08-01 | 103.7158145727300 |
| 2024-09-01 | 103.4895157260420 |
| 2024-10-01 | 103.3483111811840 |
| 2024-11-01 | 103.3698840441950 |
| 2024-12-01 | 103.4464011340790 |
| 2025-01-01 | 103.0596318347270 |
| 2025-02-01 | 103.2766421014350 |
| 2025-03-01 | 103.3596516112120 |
| 2025-04-01 | 103.0124518633350 |
| 2025-05-01 | 102.7522907186440 |
| 2025-06-01 | 102.4973892176900 |
| 2025-07-01 | 101.8771038325330 |
| 2025-08-01 | 101.9062332730800 |
| 2025-09-01 | 101.9393149684730 |
| 2025-10-01 | 101.7805441538030 |
| 2025-11-01 | 101.9728341102760 |
| 2025-12-01 | 101.7707245004870 |
| 2026-01-01 | 102.2047109045170 |
| 2026-02-01 | 102.3443968246800 |
| 2026-03-01 | 102.2223052561060 |
| 2026-04-01 | 102.0260382198770 |
| 2026-05-01 | 102.2357329789800 |
| 2026-06-01 | 101.9178038633720 |
| 2026-07-01 | 102.5940418327130 |