Table Data - All Employees: Service-Providing in South Bend-Mishawaka, IN-MI (MSA)
| Title | All Employees: Service-Providing in South Bend-Mishawaka, IN-MI (MSA) |
|---|---|
| Series ID | SMU18437800700000001SA |
| 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 11:12 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 | 97.8237869083 |
| 1990-02-01 | 98.2811214973 |
| 1990-03-01 | 98.4822847888 |
| 1990-04-01 | 98.0429896757 |
| 1990-05-01 | 98.5326323116 |
| 1990-06-01 | 97.5852277277 |
| 1990-07-01 | 98.2616453079 |
| 1990-08-01 | 98.2902597144 |
| 1990-09-01 | 98.1715712617 |
| 1990-10-01 | 97.9767712326 |
| 1990-11-01 | 97.4744737912 |
| 1990-12-01 | 97.7811320403 |
| 1991-01-01 | 98.0234754441 |
| 1991-02-01 | 97.8886318769 |
| 1991-03-01 | 97.8990262910 |
| 1991-04-01 | 97.8778885135 |
| 1991-05-01 | 98.0439775360 |
| 1991-06-01 | 98.1843162885 |
| 1991-07-01 | 97.8571170221 |
| 1991-08-01 | 98.1010744390 |
| 1991-09-01 | 98.5162493540 |
| 1991-10-01 | 98.2100106132 |
| 1991-11-01 | 98.2905716639 |
| 1991-12-01 | 98.2639347256 |
| 1992-01-01 | 98.7641790270 |
| 1992-02-01 | 98.9599450316 |
| 1992-03-01 | 99.4253670232 |
| 1992-04-01 | 97.2948856299 |
| 1992-05-01 | 97.8011875152 |
| 1992-06-01 | 98.6601266223 |
| 1992-07-01 | 99.0847592300 |
| 1992-08-01 | 99.4052846314 |
| 1992-09-01 | 99.6738464979 |
| 1992-10-01 | 101.4790641261 |
| 1992-11-01 | 100.9976248071 |
| 1992-12-01 | 100.9991097183 |
| 1993-01-01 | 101.3172261804 |
| 1993-02-01 | 101.4056558824 |
| 1993-03-01 | 101.4264464716 |
| 1993-04-01 | 102.2921453645 |
| 1993-05-01 | 102.9980661747 |
| 1993-06-01 | 101.5971745566 |
| 1993-07-01 | 101.7689887752 |
| 1993-08-01 | 102.5595536491 |
| 1993-09-01 | 103.5629126277 |
| 1993-10-01 | 105.2396266637 |
| 1993-11-01 | 105.3538248384 |
| 1993-12-01 | 105.7380829430 |
| 1994-01-01 | 105.6631089158 |
| 1994-02-01 | 106.1375768507 |
| 1994-03-01 | 106.8008263115 |
| 1994-04-01 | 107.7605081265 |
| 1994-05-01 | 107.8948068892 |
| 1994-06-01 | 108.0095157412 |
| 1994-07-01 | 108.2829173144 |
| 1994-08-01 | 108.2012182897 |
| 1994-09-01 | 108.0467301096 |
| 1994-10-01 | 107.9335135402 |
| 1994-11-01 | 107.8583819437 |
| 1994-12-01 | 108.1315321416 |
| 1995-01-01 | 109.1099434777 |
| 1995-02-01 | 109.3350874775 |
| 1995-03-01 | 110.4864088808 |
| 1995-04-01 | 109.2162159856 |
| 1995-05-01 | 109.0673760754 |
| 1995-06-01 | 110.9596652553 |
| 1995-07-01 | 108.9828153760 |
| 1995-08-01 | 109.5804183416 |
| 1995-09-01 | 110.0414729988 |
| 1995-10-01 | 109.3541591515 |
| 1995-11-01 | 109.7841226605 |
| 1995-12-01 | 110.3581785415 |
| 1996-01-01 | 110.1729983793 |
| 1996-02-01 | 110.5887638132 |
| 1996-03-01 | 110.2967359728 |
| 1996-04-01 | 109.6853978934 |
| 1996-05-01 | 109.9008226589 |
| 1996-06-01 | 110.2842862915 |
| 1996-07-01 | 110.8225629072 |
| 1996-08-01 | 111.7410503749 |
| 1996-09-01 | 110.4189300138 |
| 1996-10-01 | 110.4556155722 |
| 1996-11-01 | 110.2444924208 |
| 1996-12-01 | 110.6627762489 |
| 1997-01-01 | 111.4838474826 |
| 1997-02-01 | 111.8216200274 |
| 1997-03-01 | 112.5569808421 |
| 1997-04-01 | 112.3317876374 |
| 1997-05-01 | 113.0320873703 |
| 1997-06-01 | 113.3030451647 |
| 1997-07-01 | 113.1071699123 |
| 1997-08-01 | 113.0720897065 |
| 1997-09-01 | 112.7005812009 |
| 1997-10-01 | 113.9527148919 |
| 1997-11-01 | 113.9017656018 |
| 1997-12-01 | 114.4208564565 |
| 1998-01-01 | 112.6023492430 |
| 1998-02-01 | 112.6860368107 |
| 1998-03-01 | 112.5296296782 |
| 1998-04-01 | 112.9909802094 |
| 1998-05-01 | 113.1303906171 |
| 1998-06-01 | 113.6972147494 |
| 1998-07-01 | 113.4805238918 |
| 1998-08-01 | 114.2086613333 |
| 1998-09-01 | 114.4548052539 |
| 1998-10-01 | 115.1890974502 |
| 1998-11-01 | 115.3030302468 |
| 1998-12-01 | 115.5796707464 |
| 1999-01-01 | 114.5508441073 |
| 1999-02-01 | 115.5472018625 |
| 1999-03-01 | 115.8497660514 |
| 1999-04-01 | 116.8916515072 |
| 1999-05-01 | 116.2604772902 |
| 1999-06-01 | 116.2464106157 |
| 1999-07-01 | 116.2946822197 |
| 1999-08-01 | 116.3318611914 |
| 1999-09-01 | 115.9299382728 |
| 1999-10-01 | 116.4677002617 |
| 1999-11-01 | 117.0318239884 |
| 1999-12-01 | 117.5874844738 |
| 2000-01-01 | 118.2137424587 |
| 2000-02-01 | 118.1638502139 |
| 2000-03-01 | 118.4397350737 |
| 2000-04-01 | 118.7774019189 |
| 2000-05-01 | 118.7213779966 |
| 2000-06-01 | 118.6509707149 |
| 2000-07-01 | 118.5347682533 |
| 2000-08-01 | 118.5804194967 |
| 2000-09-01 | 118.8721411391 |
| 2000-10-01 | 117.4221120011 |
| 2000-11-01 | 117.9416103283 |
| 2000-12-01 | 117.9728149309 |
| 2001-01-01 | 118.0875857486 |
| 2001-02-01 | 118.1360874414 |
| 2001-03-01 | 118.2062804538 |
| 2001-04-01 | 118.0644791745 |
| 2001-05-01 | 118.0839400660 |
| 2001-06-01 | 117.5910250553 |
| 2001-07-01 | 117.2923117107 |
| 2001-08-01 | 117.5779756148 |
| 2001-09-01 | 116.9686719577 |
| 2001-10-01 | 116.5241404826 |
| 2001-11-01 | 116.3392275508 |
| 2001-12-01 | 116.2242520839 |
| 2002-01-01 | 116.5039899509 |
| 2002-02-01 | 116.4824276875 |
| 2002-03-01 | 116.0854966829 |
| 2002-04-01 | 116.1750706900 |
| 2002-05-01 | 117.5023395283 |
| 2002-06-01 | 116.8189643396 |
| 2002-07-01 | 116.1450264598 |
| 2002-08-01 | 117.3322414979 |
| 2002-09-01 | 117.7851129877 |
| 2002-10-01 | 117.5513200337 |
| 2002-11-01 | 117.4960367040 |
| 2002-12-01 | 118.0103052359 |
| 2003-01-01 | 116.4476917496 |
| 2003-02-01 | 116.4858061112 |
| 2003-03-01 | 116.4262176853 |
| 2003-04-01 | 116.4040779583 |
| 2003-05-01 | 116.5517308594 |
| 2003-06-01 | 116.4410045506 |
| 2003-07-01 | 116.5807566973 |
| 2003-08-01 | 115.9963555899 |
| 2003-09-01 | 115.8057121089 |
| 2003-10-01 | 115.9007239425 |
| 2003-11-01 | 116.6304438904 |
| 2003-12-01 | 117.2868974299 |
| 2004-01-01 | 117.2212878472 |
| 2004-02-01 | 117.1897148777 |
| 2004-03-01 | 117.4414427650 |
| 2004-04-01 | 118.4529139830 |
| 2004-05-01 | 117.6718923963 |
| 2004-06-01 | 117.6917812677 |
| 2004-07-01 | 118.2006822325 |
| 2004-08-01 | 116.7808456768 |
| 2004-09-01 | 117.8471691427 |
| 2004-10-01 | 120.1032714524 |
| 2004-11-01 | 119.9368910993 |
| 2004-12-01 | 119.2126077090 |
| 2005-01-01 | 119.5838594660 |
| 2005-02-01 | 119.5863758532 |
| 2005-03-01 | 119.6680877784 |
| 2005-04-01 | 119.2816229150 |
| 2005-05-01 | 118.9103893104 |
| 2005-06-01 | 119.3076825164 |
| 2005-07-01 | 119.4870695273 |
| 2005-08-01 | 119.1829622756 |
| 2005-09-01 | 119.2436039656 |
| 2005-10-01 | 119.5660120012 |
| 2005-11-01 | 118.9464631039 |
| 2005-12-01 | 118.3174501205 |
| 2006-01-01 | 118.4234292401 |
| 2006-02-01 | 119.1647682053 |
| 2006-03-01 | 119.3948223899 |
| 2006-04-01 | 118.8861810643 |
| 2006-05-01 | 118.1939786543 |
| 2006-06-01 | 118.9004317768 |
| 2006-07-01 | 120.7360676005 |
| 2006-08-01 | 120.1813270754 |
| 2006-09-01 | 119.3074762772 |
| 2006-10-01 | 120.0055545534 |
| 2006-11-01 | 120.3794429229 |
| 2006-12-01 | 120.2259110428 |
| 2007-01-01 | 119.3035398535 |
| 2007-02-01 | 119.5618119557 |
| 2007-03-01 | 119.3230944260 |
| 2007-04-01 | 119.3896678830 |
| 2007-05-01 | 119.0101940508 |
| 2007-06-01 | 120.0758902481 |
| 2007-07-01 | 120.0612481887 |
| 2007-08-01 | 119.9777668647 |
| 2007-09-01 | 120.0921127240 |
| 2007-10-01 | 119.6940498000 |
| 2007-11-01 | 119.7488020583 |
| 2007-12-01 | 119.9964941665 |
| 2008-01-01 | 119.7960501632 |
| 2008-02-01 | 119.0851524816 |
| 2008-03-01 | 119.1554445472 |
| 2008-04-01 | 119.0074274191 |
| 2008-05-01 | 118.9953581496 |
| 2008-06-01 | 119.7446872673 |
| 2008-07-01 | 118.8381320680 |
| 2008-08-01 | 118.8109923196 |
| 2008-09-01 | 118.2674774453 |
| 2008-10-01 | 116.9833520875 |
| 2008-11-01 | 116.4174332907 |
| 2008-12-01 | 116.1375816504 |
| 2009-01-01 | 115.4206630344 |
| 2009-02-01 | 114.2266070247 |
| 2009-03-01 | 113.9534213705 |
| 2009-04-01 | 113.3913263351 |
| 2009-05-01 | 113.5706654172 |
| 2009-06-01 | 113.0759363878 |
| 2009-07-01 | 111.0063661161 |
| 2009-08-01 | 112.4074298228 |
| 2009-09-01 | 113.0947984119 |
| 2009-10-01 | 112.9587867830 |
| 2009-11-01 | 112.8300990107 |
| 2009-12-01 | 112.6089816602 |
| 2010-01-01 | 113.0450610206 |
| 2010-02-01 | 112.8399057014 |
| 2010-03-01 | 112.3218997659 |
| 2010-04-01 | 115.2157912366 |
| 2010-05-01 | 115.0799920225 |
| 2010-06-01 | 113.2887392533 |
| 2010-07-01 | 112.2169146408 |
| 2010-08-01 | 112.0810715647 |
| 2010-09-01 | 114.8489336494 |
| 2010-10-01 | 114.7345320423 |
| 2010-11-01 | 114.6368036984 |
| 2010-12-01 | 114.9088905639 |
| 2011-01-01 | 115.2692629145 |
| 2011-02-01 | 115.7865017976 |
| 2011-03-01 | 115.6924587185 |
| 2011-04-01 | 116.9003005033 |
| 2011-05-01 | 116.4018978515 |
| 2011-06-01 | 115.6985224610 |
| 2011-07-01 | 114.3393035841 |
| 2011-08-01 | 114.7546103419 |
| 2011-09-01 | 115.1425525767 |
| 2011-10-01 | 116.0032742448 |
| 2011-11-01 | 115.6546097099 |
| 2011-12-01 | 115.6801319364 |
| 2012-01-01 | 114.9725794967 |
| 2012-02-01 | 115.1623468430 |
| 2012-03-01 | 114.7527673051 |
| 2012-04-01 | 113.7927251107 |
| 2012-05-01 | 112.9012357149 |
| 2012-06-01 | 113.1731486608 |
| 2012-07-01 | 114.3987008299 |
| 2012-08-01 | 114.6360217570 |
| 2012-09-01 | 114.3430384895 |
| 2012-10-01 | 113.5406082943 |
| 2012-11-01 | 113.6515532219 |
| 2012-12-01 | 113.4551776132 |
| 2013-01-01 | 113.9066606886 |
| 2013-02-01 | 113.6827642733 |
| 2013-03-01 | 113.6813745118 |
| 2013-04-01 | 113.7623424261 |
| 2013-05-01 | 113.6139828365 |
| 2013-06-01 | 112.1052520445 |
| 2013-07-01 | 113.1062663780 |
| 2013-08-01 | 113.3608313918 |
| 2013-09-01 | 114.3987400920 |
| 2013-10-01 | 114.6347013251 |
| 2013-11-01 | 115.0276398139 |
| 2013-12-01 | 115.0997398928 |
| 2014-01-01 | 114.7317814473 |
| 2014-02-01 | 115.2857014166 |
| 2014-03-01 | 115.6287949158 |
| 2014-04-01 | 115.9341170201 |
| 2014-05-01 | 115.9382364193 |
| 2014-06-01 | 116.2317588788 |
| 2014-07-01 | 115.3337034383 |
| 2014-08-01 | 116.5287844076 |
| 2014-09-01 | 115.8227514386 |
| 2014-10-01 | 116.1189796232 |
| 2014-11-01 | 116.5596819746 |
| 2014-12-01 | 116.8157697251 |
| 2015-01-01 | 116.6711725697 |
| 2015-02-01 | 116.5822458583 |
| 2015-03-01 | 116.6451608837 |
| 2015-04-01 | 116.8438840219 |
| 2015-05-01 | 117.7262998941 |
| 2015-06-01 | 117.9318488394 |
| 2015-07-01 | 118.3000159626 |
| 2015-08-01 | 118.1821895486 |
| 2015-09-01 | 118.4573697188 |
| 2015-10-01 | 118.7601129304 |
| 2015-11-01 | 118.7771003969 |
| 2015-12-01 | 118.8429483328 |
| 2016-01-01 | 119.4641823147 |
| 2016-02-01 | 119.1020475271 |
| 2016-03-01 | 119.3390001069 |
| 2016-04-01 | 120.2695094246 |
| 2016-05-01 | 119.9674328034 |
| 2016-06-01 | 120.1872823953 |
| 2016-07-01 | 120.1624602286 |
| 2016-08-01 | 119.2586153702 |
| 2016-09-01 | 121.7151305246 |
| 2016-10-01 | 120.8129442510 |
| 2016-11-01 | 120.5088006188 |
| 2016-12-01 | 120.4287586949 |
| 2017-01-01 | 120.4477600525 |
| 2017-02-01 | 120.8494297730 |
| 2017-03-01 | 121.0389966037 |
| 2017-04-01 | 120.8286201864 |
| 2017-05-01 | 120.8141127683 |
| 2017-06-01 | 120.6301832796 |
| 2017-07-01 | 119.7324267986 |
| 2017-08-01 | 119.1701329900 |
| 2017-09-01 | 120.9804113840 |
| 2017-10-01 | 120.5624143094 |
| 2017-11-01 | 120.7162081227 |
| 2017-12-01 | 120.5969752182 |
| 2018-01-01 | 120.9441385386 |
| 2018-02-01 | 121.2798574794 |
| 2018-03-01 | 121.8774182263 |
| 2018-04-01 | 121.9307682356 |
| 2018-05-01 | 121.9814912619 |
| 2018-06-01 | 121.8904529238 |
| 2018-07-01 | 121.6583609263 |
| 2018-08-01 | 121.6583908333 |
| 2018-09-01 | 122.1805611127 |
| 2018-10-01 | 121.9715362164 |
| 2018-11-01 | 122.1515946171 |
| 2018-12-01 | 122.8382242924 |
| 2019-01-01 | 123.7088880911 |
| 2019-02-01 | 123.5862454305 |
| 2019-03-01 | 123.6729022726 |
| 2019-04-01 | 122.5160106670 |
| 2019-05-01 | 123.2954541960 |
| 2019-06-01 | 123.6829226697 |
| 2019-07-01 | 124.3767110173 |
| 2019-08-01 | 124.4364198925 |
| 2019-09-01 | 124.2424467286 |
| 2019-10-01 | 123.7778970187 |
| 2019-11-01 | 123.9620241521 |
| 2019-12-01 | 124.2803327991 |
| 2020-01-01 | 122.5044742658 |
| 2020-02-01 | 121.9368667426 |
| 2020-03-01 | 120.7114412790 |
| 2020-04-01 | 101.9329236946 |
| 2020-05-01 | 106.1750624256 |
| 2020-06-01 | 109.6891180197 |
| 2020-07-01 | 110.5322128455 |
| 2020-08-01 | 111.7338355472 |
| 2020-09-01 | 111.0950175014 |
| 2020-10-01 | 111.8761937444 |
| 2020-11-01 | 112.0911879866 |
| 2020-12-01 | 111.9698920521 |
| 2021-01-01 | 112.2501595725 |
| 2021-02-01 | 112.4603888133 |
| 2021-03-01 | 112.7513944010 |
| 2021-04-01 | 113.0823299580 |
| 2021-05-01 | 113.6962293381 |
| 2021-06-01 | 114.3124431853 |
| 2021-07-01 | 115.1759574613 |
| 2021-08-01 | 113.4379014373 |
| 2021-09-01 | 113.0987235621 |
| 2021-10-01 | 114.1853047747 |
| 2021-11-01 | 114.5417803173 |
| 2021-12-01 | 115.0164020462 |
| 2022-01-01 | 115.4541007243 |
| 2022-02-01 | 115.4848201210 |
| 2022-03-01 | 116.1993726634 |
| 2022-04-01 | 116.8970092209 |
| 2022-05-01 | 116.7961175181 |
| 2022-06-01 | 117.2975631835 |
| 2022-07-01 | 117.4450120614 |
| 2022-08-01 | 117.4326068046 |
| 2022-09-01 | 117.4350598048 |
| 2022-10-01 | 117.7274546351 |
| 2022-11-01 | 118.4210861453 |
| 2022-12-01 | 118.0914998085 |
| 2023-01-01 | 119.4699703695 |
| 2023-02-01 | 120.1857519965 |
| 2023-03-01 | 119.8546710667 |
| 2023-04-01 | 119.8550441722 |
| 2023-05-01 | 120.3618719475 |
| 2023-06-01 | 120.2152285639 |
| 2023-07-01 | 119.5909245391 |
| 2023-08-01 | 119.9326091413 |
| 2023-09-01 | 119.7974399149 |
| 2023-10-01 | 119.6306291746 |
| 2023-11-01 | 118.8105435457 |
| 2023-12-01 | 118.4327850513 |
| 2024-01-01 | 117.4552394629 |
| 2024-02-01 | 117.6879733012 |
| 2024-03-01 | 117.8538192327 |
| 2024-04-01 | 118.1343299618 |
| 2024-05-01 | 118.3830111468 |
| 2024-06-01 | 118.8173437314 |
| 2024-07-01 | 118.4067749172 |
| 2024-08-01 | 118.0265082123 |
| 2024-09-01 | 118.2100220624 |
| 2024-10-01 | 118.0156807268 |
| 2024-11-01 | 118.2889756888 |
| 2024-12-01 | 118.4253316812 |
| 2025-01-01 | 118.2162822718 |
| 2025-02-01 | 118.2587032919 |
| 2025-03-01 | 118.5633339045 |
| 2025-04-01 | 118.3146226378 |
| 2025-05-01 | 117.9858860866 |
| 2025-06-01 | 117.9016514119 |
| 2025-07-01 | 116.6085974076 |
| 2025-08-01 | 117.2155704725 |
| 2025-09-01 | 117.3292249818 |
| 2025-10-01 | 117.1749591265 |
| 2025-11-01 | 117.2165738888 |
| 2025-12-01 | 117.0642935222 |
| 2026-01-01 | 117.4622553258 |
| 2026-02-01 | 117.7210344081 |
| 2026-03-01 | 117.5899625921 |
| 2026-04-01 | 117.4134674031 |
| 2026-05-01 | 117.6570497653 |
| 2026-06-01 | 117.7177810938 |
| 2026-07-01 | 118.2166454810 |
| 2026-08-01 | 118.3525331831 |