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 2026-08-01 |
| Last Updated | 2026-09-18 11:13 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 | 95.1888055693 |
| 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 | 98.3502891569 |
| 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 | 99.9687194904 |
| 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 | 103.1575767909 |
| 2000-09-01 | 102.7882140823 |
| 2000-10-01 | 101.8406181411 |
| 2000-11-01 | 101.9661461128 |
| 2000-12-01 | 102.0260383989 |
| 2001-01-01 | 102.5435057840 |
| 2001-02-01 | 102.6416420773 |
| 2001-03-01 | 102.6504868317 |
| 2001-04-01 | 102.0822403119 |
| 2001-05-01 | 101.8270159095 |
| 2001-06-01 | 101.8132901079 |
| 2001-07-01 | 101.5071938948 |
| 2001-08-01 | 101.7561623261 |
| 2001-09-01 | 100.9474287162 |
| 2001-10-01 | 100.2493500602 |
| 2001-11-01 | 100.0652958280 |
| 2001-12-01 | 99.7352720878 |
| 2002-01-01 | 99.9808947498 |
| 2002-02-01 | 99.8740887719 |
| 2002-03-01 | 99.4313723935 |
| 2002-04-01 | 99.4651147011 |
| 2002-05-01 | 100.5350555353 |
| 2002-06-01 | 100.5575138052 |
| 2002-07-01 | 100.7290367340 |
| 2002-08-01 | 101.2753660780 |
| 2002-09-01 | 101.3241471036 |
| 2002-10-01 | 101.1682694540 |
| 2002-11-01 | 101.0189982674 |
| 2002-12-01 | 101.0491298680 |
| 2003-01-01 | 99.7225777927 |
| 2003-02-01 | 99.7875072554 |
| 2003-03-01 | 99.7934643193 |
| 2003-04-01 | 100.0472176095 |
| 2003-05-01 | 100.0492994706 |
| 2003-06-01 | 99.8010515995 |
| 2003-07-01 | 99.8971252331 |
| 2003-08-01 | 99.7697359997 |
| 2003-09-01 | 99.6053123439 |
| 2003-10-01 | 99.6037645449 |
| 2003-11-01 | 100.2545375220 |
| 2003-12-01 | 100.6772857327 |
| 2004-01-01 | 100.6740459031 |
| 2004-02-01 | 100.7143972273 |
| 2004-03-01 | 100.8218688973 |
| 2004-04-01 | 101.8384154664 |
| 2004-05-01 | 101.0502380905 |
| 2004-06-01 | 101.0869814257 |
| 2004-07-01 | 101.4562263816 |
| 2004-08-01 | 100.8189736994 |
| 2004-09-01 | 101.4004884222 |
| 2004-10-01 | 103.5645012604 |
| 2004-11-01 | 103.1539512274 |
| 2004-12-01 | 102.2145803739 |
| 2005-01-01 | 102.2518053639 |
| 2005-02-01 | 102.7468686449 |
| 2005-03-01 | 102.9773902741 |
| 2005-04-01 | 102.5329652495 |
| 2005-05-01 | 101.9876389479 |
| 2005-06-01 | 102.6139733130 |
| 2005-07-01 | 102.5354914059 |
| 2005-08-01 | 102.3347908724 |
| 2005-09-01 | 102.8982409581 |
| 2005-10-01 | 102.9795456487 |
| 2005-11-01 | 102.2550311436 |
| 2005-12-01 | 101.5726096005 |
| 2006-01-01 | 102.3953233053 |
| 2006-02-01 | 102.5692403336 |
| 2006-03-01 | 102.7367736193 |
| 2006-04-01 | 102.3447901638 |
| 2006-05-01 | 101.5060108690 |
| 2006-06-01 | 102.1803995613 |
| 2006-07-01 | 102.6596228881 |
| 2006-08-01 | 102.7657675290 |
| 2006-09-01 | 102.9410623504 |
| 2006-10-01 | 103.2739569402 |
| 2006-11-01 | 103.6766774531 |
| 2006-12-01 | 103.3562842474 |
| 2007-01-01 | 103.2788130769 |
| 2007-02-01 | 103.1444821210 |
| 2007-03-01 | 103.0460689201 |
| 2007-04-01 | 103.1327242913 |
| 2007-05-01 | 102.5634232418 |
| 2007-06-01 | 103.5853235318 |
| 2007-07-01 | 103.5399987235 |
| 2007-08-01 | 103.4929452344 |
| 2007-09-01 | 103.2868754931 |
| 2007-10-01 | 103.2311287735 |
| 2007-11-01 | 103.4571717347 |
| 2007-12-01 | 103.6172670337 |
| 2008-01-01 | 103.3441375897 |
| 2008-02-01 | 102.9710193327 |
| 2008-03-01 | 103.0737444706 |
| 2008-04-01 | 102.9494952185 |
| 2008-05-01 | 102.6955033120 |
| 2008-06-01 | 103.3690875620 |
| 2008-07-01 | 102.7889539643 |
| 2008-08-01 | 102.3404146224 |
| 2008-09-01 | 101.5267733018 |
| 2008-10-01 | 100.8092429860 |
| 2008-11-01 | 100.0362069690 |
| 2008-12-01 | 99.8450508593 |
| 2009-01-01 | 99.0850186699 |
| 2009-02-01 | 98.1965973248 |
| 2009-03-01 | 97.9535151560 |
| 2009-04-01 | 97.5328289285 |
| 2009-05-01 | 97.5480745008 |
| 2009-06-01 | 98.4941081381 |
| 2009-07-01 | 96.3622203126 |
| 2009-08-01 | 96.2285281361 |
| 2009-09-01 | 96.7547662211 |
| 2009-10-01 | 96.1847638848 |
| 2009-11-01 | 96.2800242537 |
| 2009-12-01 | 96.1707250553 |
| 2010-01-01 | 96.3003659161 |
| 2010-02-01 | 96.5630891103 |
| 2010-03-01 | 96.4582439082 |
| 2010-04-01 | 98.7275100283 |
| 2010-05-01 | 98.2408376436 |
| 2010-06-01 | 97.3160093070 |
| 2010-07-01 | 96.2855132988 |
| 2010-08-01 | 97.3662407475 |
| 2010-09-01 | 98.4522317957 |
| 2010-10-01 | 98.2057472469 |
| 2010-11-01 | 98.1448350413 |
| 2010-12-01 | 98.4998659930 |
| 2011-01-01 | 99.1195894105 |
| 2011-02-01 | 99.4280962230 |
| 2011-03-01 | 99.3302113797 |
| 2011-04-01 | 100.6540965846 |
| 2011-05-01 | 100.2139128826 |
| 2011-06-01 | 99.1525250726 |
| 2011-07-01 | 97.4933085849 |
| 2011-08-01 | 97.9432944265 |
| 2011-09-01 | 98.5870463303 |
| 2011-10-01 | 99.7205533948 |
| 2011-11-01 | 99.5255564442 |
| 2011-12-01 | 99.5105272217 |
| 2012-01-01 | 99.0238203054 |
| 2012-02-01 | 99.4838632744 |
| 2012-03-01 | 99.1451075822 |
| 2012-04-01 | 98.3244625011 |
| 2012-05-01 | 97.4152855484 |
| 2012-06-01 | 97.9172198271 |
| 2012-07-01 | 98.6483797201 |
| 2012-08-01 | 98.9913023902 |
| 2012-09-01 | 98.7823215183 |
| 2012-10-01 | 98.2025114538 |
| 2012-11-01 | 98.3463000087 |
| 2012-12-01 | 98.4102859954 |
| 2013-01-01 | 98.6360789964 |
| 2013-02-01 | 98.5347509637 |
| 2013-03-01 | 98.6994259679 |
| 2013-04-01 | 98.6358947264 |
| 2013-05-01 | 98.6828115187 |
| 2013-06-01 | 98.8953946110 |
| 2013-07-01 | 99.0034568159 |
| 2013-08-01 | 99.7102951078 |
| 2013-09-01 | 99.4175646207 |
| 2013-10-01 | 99.7085219327 |
| 2013-11-01 | 99.9018899558 |
| 2013-12-01 | 100.1527469879 |
| 2014-01-01 | 100.1481076455 |
| 2014-02-01 | 100.3518732012 |
| 2014-03-01 | 100.6689994728 |
| 2014-04-01 | 101.0389995659 |
| 2014-05-01 | 101.1470594639 |
| 2014-06-01 | 101.4363694773 |
| 2014-07-01 | 100.6990426807 |
| 2014-08-01 | 100.9607712566 |
| 2014-09-01 | 101.0944043537 |
| 2014-10-01 | 101.4080953636 |
| 2014-11-01 | 101.9910100151 |
| 2014-12-01 | 102.1509191023 |
| 2015-01-01 | 101.9851662135 |
| 2015-02-01 | 101.9631929834 |
| 2015-03-01 | 102.0361731147 |
| 2015-04-01 | 102.0983600200 |
| 2015-05-01 | 102.9484213347 |
| 2015-06-01 | 103.0701063219 |
| 2015-07-01 | 103.3372068750 |
| 2015-08-01 | 103.2591714476 |
| 2015-09-01 | 103.5121708023 |
| 2015-10-01 | 103.8249603991 |
| 2015-11-01 | 103.8454784649 |
| 2015-12-01 | 103.8592162536 |
| 2016-01-01 | 104.3889350373 |
| 2016-02-01 | 104.1222821656 |
| 2016-03-01 | 104.2956963349 |
| 2016-04-01 | 105.1746786061 |
| 2016-05-01 | 105.0179497407 |
| 2016-06-01 | 105.0333399592 |
| 2016-07-01 | 105.2312769103 |
| 2016-08-01 | 105.3323240278 |
| 2016-09-01 | 106.4377249760 |
| 2016-10-01 | 105.7383204092 |
| 2016-11-01 | 105.6278287146 |
| 2016-12-01 | 105.4269913957 |
| 2017-01-01 | 105.3704410611 |
| 2017-02-01 | 105.8230390374 |
| 2017-03-01 | 106.0755893876 |
| 2017-04-01 | 105.8075147377 |
| 2017-05-01 | 105.6814841306 |
| 2017-06-01 | 105.3323657831 |
| 2017-07-01 | 105.3681686211 |
| 2017-08-01 | 105.3373790307 |
| 2017-09-01 | 105.6667957889 |
| 2017-10-01 | 105.4483123688 |
| 2017-11-01 | 105.6082104893 |
| 2017-12-01 | 105.4583686293 |
| 2018-01-01 | 105.6551510435 |
| 2018-02-01 | 106.1354153124 |
| 2018-03-01 | 106.5905287256 |
| 2018-04-01 | 106.7939119139 |
| 2018-05-01 | 106.6723813044 |
| 2018-06-01 | 106.4788976774 |
| 2018-07-01 | 106.6709333126 |
| 2018-08-01 | 106.6049476003 |
| 2018-09-01 | 106.8187541979 |
| 2018-10-01 | 106.9637985481 |
| 2018-11-01 | 106.9658203987 |
| 2018-12-01 | 107.5631325796 |
| 2019-01-01 | 108.1794863067 |
| 2019-02-01 | 108.2259172553 |
| 2019-03-01 | 108.3605424834 |
| 2019-04-01 | 107.5668687122 |
| 2019-05-01 | 108.0102455300 |
| 2019-06-01 | 108.5150649719 |
| 2019-07-01 | 108.4560562360 |
| 2019-08-01 | 109.1890814616 |
| 2019-09-01 | 108.9397197611 |
| 2019-10-01 | 108.4768625261 |
| 2019-11-01 | 108.5912046696 |
| 2019-12-01 | 108.8720313606 |
| 2020-01-01 | 106.7418419727 |
| 2020-02-01 | 106.3908519270 |
| 2020-03-01 | 105.2544599303 |
| 2020-04-01 | 87.2493067086 |
| 2020-05-01 | 91.2479322893 |
| 2020-06-01 | 94.6543372005 |
| 2020-07-01 | 95.6716894608 |
| 2020-08-01 | 97.0780306798 |
| 2020-09-01 | 96.3404094918 |
| 2020-10-01 | 97.2903836634 |
| 2020-11-01 | 97.5238493284 |
| 2020-12-01 | 97.6235083488 |
| 2021-01-01 | 97.8619955302 |
| 2021-02-01 | 98.0240290578 |
| 2021-03-01 | 98.2652604208 |
| 2021-04-01 | 98.5830688613 |
| 2021-05-01 | 98.9844511693 |
| 2021-06-01 | 99.2463488793 |
| 2021-07-01 | 99.5034947865 |
| 2021-08-01 | 99.0888032277 |
| 2021-09-01 | 98.5368868465 |
| 2021-10-01 | 99.6987592614 |
| 2021-11-01 | 100.0587105953 |
| 2021-12-01 | 100.5336097812 |
| 2022-01-01 | 100.9698796254 |
| 2022-02-01 | 101.1637514249 |
| 2022-03-01 | 101.7985959244 |
| 2022-04-01 | 102.3714216810 |
| 2022-05-01 | 102.3380941199 |
| 2022-06-01 | 102.8332694400 |
| 2022-07-01 | 102.9240726053 |
| 2022-08-01 | 102.9487548835 |
| 2022-09-01 | 102.7627353431 |
| 2022-10-01 | 103.2392634776 |
| 2022-11-01 | 103.9057445486 |
| 2022-12-01 | 103.6744875229 |
| 2023-01-01 | 104.7002329546 |
| 2023-02-01 | 105.4633776733 |
| 2023-03-01 | 105.1679193178 |
| 2023-04-01 | 105.1177116596 |
| 2023-05-01 | 105.4818593864 |
| 2023-06-01 | 105.1852595971 |
| 2023-07-01 | 104.6875228771 |
| 2023-08-01 | 105.1460637355 |
| 2023-09-01 | 105.0707578854 |
| 2023-10-01 | 104.9123997749 |
| 2023-11-01 | 104.0487408215 |
| 2023-12-01 | 103.6894857494 |
| 2024-01-01 | 102.5982255677 |
| 2024-02-01 | 102.7802398315 |
| 2024-03-01 | 102.8867266117 |
| 2024-04-01 | 103.2859532244 |
| 2024-05-01 | 103.3619948406 |
| 2024-06-01 | 103.7221437290 |
| 2024-07-01 | 104.0340542765 |
| 2024-08-01 | 103.7517024217 |
| 2024-09-01 | 103.5171216757 |
| 2024-10-01 | 103.3713803177 |
| 2024-11-01 | 103.3848520235 |
| 2024-12-01 | 103.4566414530 |
| 2025-01-01 | 103.0530568086 |
| 2025-02-01 | 103.2534799620 |
| 2025-03-01 | 103.3330088067 |
| 2025-04-01 | 102.9773515700 |
| 2025-05-01 | 102.7058112917 |
| 2025-06-01 | 102.5277200050 |
| 2025-07-01 | 101.8528281967 |
| 2025-08-01 | 101.9639059714 |
| 2025-09-01 | 101.9773032507 |
| 2025-10-01 | 101.8098807544 |
| 2025-11-01 | 101.9901392074 |
| 2025-12-01 | 101.7768644483 |
| 2026-01-01 | 102.1932445028 |
| 2026-02-01 | 102.3140352078 |
| 2026-03-01 | 102.1855794780 |
| 2026-04-01 | 101.9804275933 |
| 2026-05-01 | 102.1806445576 |
| 2026-06-01 | 101.9501865973 |
| 2026-07-01 | 102.3762989104 |
| 2026-08-01 | 102.2932596221 |