Table Data - All Employees: Professional and Business Services in South Bend-Mishawaka, IN-MI (MSA)
| Title | All Employees: Professional and Business Services in South Bend-Mishawaka, IN-MI (MSA) |
|---|---|
| Series ID | SOUT718PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 12:18 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 | 9.8616649123 |
| 1990-02-01 | 9.7864247167 |
| 1990-03-01 | 9.8863867175 |
| 1990-04-01 | 9.6788889205 |
| 1990-05-01 | 9.5896096962 |
| 1990-06-01 | 9.5657230484 |
| 1990-07-01 | 9.7625044939 |
| 1990-08-01 | 9.7897524498 |
| 1990-09-01 | 9.7872059292 |
| 1990-10-01 | 9.6110402571 |
| 1990-11-01 | 9.3428613103 |
| 1990-12-01 | 9.5305858024 |
| 1991-01-01 | 9.7752985977 |
| 1991-02-01 | 9.7902504156 |
| 1991-03-01 | 9.5914074422 |
| 1991-04-01 | 9.6581989374 |
| 1991-05-01 | 9.6787705264 |
| 1991-06-01 | 9.8712744683 |
| 1991-07-01 | 9.7596953437 |
| 1991-08-01 | 9.8858168116 |
| 1991-09-01 | 9.9075894550 |
| 1991-10-01 | 9.8157872912 |
| 1991-11-01 | 9.8535824064 |
| 1991-12-01 | 9.8314490055 |
| 1992-01-01 | 9.9752208256 |
| 1992-02-01 | 10.0843569187 |
| 1992-03-01 | 10.2850370354 |
| 1992-04-01 | 9.9299466849 |
| 1992-05-01 | 10.4713841299 |
| 1992-06-01 | 10.5648730982 |
| 1992-07-01 | 10.6738957505 |
| 1992-08-01 | 10.6835452596 |
| 1992-09-01 | 10.7502777380 |
| 1992-10-01 | 11.5310353315 |
| 1992-11-01 | 11.5645453805 |
| 1992-12-01 | 11.7243243915 |
| 1993-01-01 | 11.4612754794 |
| 1993-02-01 | 11.3643128186 |
| 1993-03-01 | 11.4548240501 |
| 1993-04-01 | 11.7143011461 |
| 1993-05-01 | 11.8760542519 |
| 1993-06-01 | 11.7731847849 |
| 1993-07-01 | 11.4898403724 |
| 1993-08-01 | 11.8621568637 |
| 1993-09-01 | 11.9998668387 |
| 1993-10-01 | 12.1513096845 |
| 1993-11-01 | 12.0865204719 |
| 1993-12-01 | 12.2214568883 |
| 1994-01-01 | 12.0357516392 |
| 1994-02-01 | 12.2357076554 |
| 1994-03-01 | 12.3135210619 |
| 1994-04-01 | 12.6078679974 |
| 1994-05-01 | 12.5918406287 |
| 1994-06-01 | 12.5795779464 |
| 1994-07-01 | 12.9130258017 |
| 1994-08-01 | 12.7176317580 |
| 1994-09-01 | 12.6457541400 |
| 1994-10-01 | 12.6803939788 |
| 1994-11-01 | 12.7262662867 |
| 1994-12-01 | 12.7114694317 |
| 1995-01-01 | 13.0129584574 |
| 1995-02-01 | 12.8870559496 |
| 1995-03-01 | 13.0668383704 |
| 1995-04-01 | 12.8250157091 |
| 1995-05-01 | 12.6324190944 |
| 1995-06-01 | 12.8983175492 |
| 1995-07-01 | 12.5076691304 |
| 1995-08-01 | 12.5495272034 |
| 1995-09-01 | 12.5643997271 |
| 1995-10-01 | 12.5179114931 |
| 1995-11-01 | 12.6836778642 |
| 1995-12-01 | 12.6204532480 |
| 1996-01-01 | 12.7791212764 |
| 1996-02-01 | 12.7298183343 |
| 1996-03-01 | 12.6405119589 |
| 1996-04-01 | 12.4490907171 |
| 1996-05-01 | 12.9831071108 |
| 1996-06-01 | 12.6058352264 |
| 1996-07-01 | 12.7029680839 |
| 1996-08-01 | 12.9775079850 |
| 1996-09-01 | 12.9595536462 |
| 1996-10-01 | 13.0610296131 |
| 1996-11-01 | 12.9314537127 |
| 1996-12-01 | 12.9120025384 |
| 1997-01-01 | 12.9536888032 |
| 1997-02-01 | 12.8788069135 |
| 1997-03-01 | 13.3283521759 |
| 1997-04-01 | 13.3968730998 |
| 1997-05-01 | 13.7371829019 |
| 1997-06-01 | 13.4322089584 |
| 1997-07-01 | 13.3874905349 |
| 1997-08-01 | 13.4179299806 |
| 1997-09-01 | 13.3248798150 |
| 1997-10-01 | 13.4775486380 |
| 1997-11-01 | 13.5465562163 |
| 1997-12-01 | 13.7915406475 |
| 1998-01-01 | 12.5472150154 |
| 1998-02-01 | 12.7662508023 |
| 1998-03-01 | 12.6421213514 |
| 1998-04-01 | 12.6338055171 |
| 1998-05-01 | 12.6811268405 |
| 1998-06-01 | 12.8636082482 |
| 1998-07-01 | 12.9876733472 |
| 1998-08-01 | 12.8752404172 |
| 1998-09-01 | 12.9832903225 |
| 1998-10-01 | 12.8668476235 |
| 1998-11-01 | 12.8225473578 |
| 1998-12-01 | 12.8401811925 |
| 1999-01-01 | 13.1621316034 |
| 1999-02-01 | 13.2800644568 |
| 1999-03-01 | 13.1761035473 |
| 1999-04-01 | 13.5744756213 |
| 1999-05-01 | 13.6246297227 |
| 1999-06-01 | 13.6128350654 |
| 1999-07-01 | 13.9806169422 |
| 1999-08-01 | 13.6543383785 |
| 1999-09-01 | 13.5263064953 |
| 1999-10-01 | 13.4349303946 |
| 1999-11-01 | 13.4582571409 |
| 1999-12-01 | 13.5893926192 |
| 2000-01-01 | 13.5878584719 |
| 2000-02-01 | 13.5322419216 |
| 2000-03-01 | 13.7151701541 |
| 2000-04-01 | 13.4057450318 |
| 2000-05-01 | 13.4427634292 |
| 2000-06-01 | 13.5478736769 |
| 2000-07-01 | 13.9951967790 |
| 2000-08-01 | 13.7485048225 |
| 2000-09-01 | 13.8908955945 |
| 2000-10-01 | 13.9089368650 |
| 2000-11-01 | 13.9561334152 |
| 2000-12-01 | 13.9223335771 |
| 2001-01-01 | 14.0310157718 |
| 2001-02-01 | 14.0008850200 |
| 2001-03-01 | 13.9488060398 |
| 2001-04-01 | 13.9393936874 |
| 2001-05-01 | 13.8371790797 |
| 2001-06-01 | 13.8663551277 |
| 2001-07-01 | 13.7214397956 |
| 2001-08-01 | 13.8593084950 |
| 2001-09-01 | 13.9655452822 |
| 2001-10-01 | 13.7802193956 |
| 2001-11-01 | 13.5396683936 |
| 2001-12-01 | 13.4641921467 |
| 2002-01-01 | 13.4981774959 |
| 2002-02-01 | 13.4830012567 |
| 2002-03-01 | 13.2803848636 |
| 2002-04-01 | 13.6600011176 |
| 2002-05-01 | 13.6978266580 |
| 2002-06-01 | 13.7377411354 |
| 2002-07-01 | 14.1582994119 |
| 2002-08-01 | 14.1726825401 |
| 2002-09-01 | 14.4623368504 |
| 2002-10-01 | 14.8683853142 |
| 2002-11-01 | 14.6562228122 |
| 2002-12-01 | 14.8185088579 |
| 2003-01-01 | 14.4778590801 |
| 2003-02-01 | 14.3359509549 |
| 2003-03-01 | 14.4041217298 |
| 2003-04-01 | 14.1697423294 |
| 2003-05-01 | 14.2522021108 |
| 2003-06-01 | 14.0897986841 |
| 2003-07-01 | 14.0792100367 |
| 2003-08-01 | 13.9865066465 |
| 2003-09-01 | 13.8514114420 |
| 2003-10-01 | 13.8816557622 |
| 2003-11-01 | 14.2293139436 |
| 2003-12-01 | 14.1922007544 |
| 2004-01-01 | 14.2432825831 |
| 2004-02-01 | 14.3588875576 |
| 2004-03-01 | 14.4176802655 |
| 2004-04-01 | 14.7788885781 |
| 2004-05-01 | 14.6055251507 |
| 2004-06-01 | 14.6175511627 |
| 2004-07-01 | 14.3998561094 |
| 2004-08-01 | 14.3815543081 |
| 2004-09-01 | 14.3381238947 |
| 2004-10-01 | 14.8238464628 |
| 2004-11-01 | 14.5622840279 |
| 2004-12-01 | 14.2877967775 |
| 2005-01-01 | 13.8860218266 |
| 2005-02-01 | 13.9434002443 |
| 2005-03-01 | 13.9080436307 |
| 2005-04-01 | 13.7722836048 |
| 2005-05-01 | 13.9813850940 |
| 2005-06-01 | 13.8545286349 |
| 2005-07-01 | 13.2196111944 |
| 2005-08-01 | 13.3842606957 |
| 2005-09-01 | 13.3192909993 |
| 2005-10-01 | 13.1642236642 |
| 2005-11-01 | 12.9238445423 |
| 2005-12-01 | 12.7997417438 |
| 2006-01-01 | 12.6848251484 |
| 2006-02-01 | 12.8139230683 |
| 2006-03-01 | 12.7926720616 |
| 2006-04-01 | 12.7616991128 |
| 2006-05-01 | 12.7685940153 |
| 2006-06-01 | 12.7124797171 |
| 2006-07-01 | 12.9383396654 |
| 2006-08-01 | 13.0862170796 |
| 2006-09-01 | 13.1104282691 |
| 2006-10-01 | 13.0855441844 |
| 2006-11-01 | 13.0977694289 |
| 2006-12-01 | 13.4368767261 |
| 2007-01-01 | 13.4536397105 |
| 2007-02-01 | 13.5695297766 |
| 2007-03-01 | 13.5781505315 |
| 2007-04-01 | 13.4311531126 |
| 2007-05-01 | 13.5638968471 |
| 2007-06-01 | 13.8162558414 |
| 2007-07-01 | 13.6367282625 |
| 2007-08-01 | 13.7984799671 |
| 2007-09-01 | 13.8110523876 |
| 2007-10-01 | 13.5932048448 |
| 2007-11-01 | 13.5598489765 |
| 2007-12-01 | 13.5900646071 |
| 2008-01-01 | 13.3860556467 |
| 2008-02-01 | 13.4407436473 |
| 2008-03-01 | 13.3756241071 |
| 2008-04-01 | 13.2934341135 |
| 2008-05-01 | 13.1453932911 |
| 2008-06-01 | 13.1351974937 |
| 2008-07-01 | 12.9302154860 |
| 2008-08-01 | 12.7193069965 |
| 2008-09-01 | 12.7444497302 |
| 2008-10-01 | 12.5813023035 |
| 2008-11-01 | 12.4898679717 |
| 2008-12-01 | 12.3474137488 |
| 2009-01-01 | 12.2243672596 |
| 2009-02-01 | 11.9161137023 |
| 2009-03-01 | 11.7821117039 |
| 2009-04-01 | 11.6433647690 |
| 2009-05-01 | 11.5363985414 |
| 2009-06-01 | 11.2706834696 |
| 2009-07-01 | 11.3041361902 |
| 2009-08-01 | 11.3473595776 |
| 2009-09-01 | 11.2903622107 |
| 2009-10-01 | 11.5523191860 |
| 2009-11-01 | 11.6925594184 |
| 2009-12-01 | 11.8119519467 |
| 2010-01-01 | 11.9570827319 |
| 2010-02-01 | 12.1067034042 |
| 2010-03-01 | 12.1899843699 |
| 2010-04-01 | 12.2094206605 |
| 2010-05-01 | 12.3312036686 |
| 2010-06-01 | 12.4052358082 |
| 2010-07-01 | 12.4780529325 |
| 2010-08-01 | 12.4731706270 |
| 2010-09-01 | 12.5507687045 |
| 2010-10-01 | 11.8967713668 |
| 2010-11-01 | 11.8782079512 |
| 2010-12-01 | 12.0575542867 |
| 2011-01-01 | 12.4183159144 |
| 2011-02-01 | 12.2936925440 |
| 2011-03-01 | 12.2969663482 |
| 2011-04-01 | 12.5969467335 |
| 2011-05-01 | 12.7380600205 |
| 2011-06-01 | 12.9409103674 |
| 2011-07-01 | 12.2512718109 |
| 2011-08-01 | 12.1952020044 |
| 2011-09-01 | 12.0947716743 |
| 2011-10-01 | 12.2436051450 |
| 2011-11-01 | 12.1547067792 |
| 2011-12-01 | 12.1809856445 |
| 2012-01-01 | 11.7816698318 |
| 2012-02-01 | 11.9915077087 |
| 2012-03-01 | 11.9149180925 |
| 2012-04-01 | 11.9087609495 |
| 2012-05-01 | 11.7369646790 |
| 2012-06-01 | 11.8556795549 |
| 2012-07-01 | 12.2427342640 |
| 2012-08-01 | 12.5214808757 |
| 2012-09-01 | 12.7472025228 |
| 2012-10-01 | 12.0898347607 |
| 2012-11-01 | 12.1155886959 |
| 2012-12-01 | 12.0650765049 |
| 2013-01-01 | 12.2625936873 |
| 2013-02-01 | 12.2893718853 |
| 2013-03-01 | 12.4354723422 |
| 2013-04-01 | 12.2326011347 |
| 2013-05-01 | 12.2500603983 |
| 2013-06-01 | 12.4693074022 |
| 2013-07-01 | 12.4304532482 |
| 2013-08-01 | 12.5476401340 |
| 2013-09-01 | 12.5805810367 |
| 2013-10-01 | 12.7632410520 |
| 2013-11-01 | 12.6755216105 |
| 2013-12-01 | 12.7391561529 |
| 2014-01-01 | 12.7303393054 |
| 2014-02-01 | 12.7876507764 |
| 2014-03-01 | 12.7474440259 |
| 2014-04-01 | 12.8675333637 |
| 2014-05-01 | 12.9624841824 |
| 2014-06-01 | 12.7862028570 |
| 2014-07-01 | 12.6248484604 |
| 2014-08-01 | 12.6680077108 |
| 2014-09-01 | 12.8117675539 |
| 2014-10-01 | 12.9518322151 |
| 2014-11-01 | 13.1423655856 |
| 2014-12-01 | 13.0966777361 |
| 2015-01-01 | 13.0058014063 |
| 2015-02-01 | 12.9820721327 |
| 2015-03-01 | 12.9521482896 |
| 2015-04-01 | 13.0957917304 |
| 2015-05-01 | 13.3822799451 |
| 2015-06-01 | 13.4024407029 |
| 2015-07-01 | 13.5236420550 |
| 2015-08-01 | 13.4780414615 |
| 2015-09-01 | 13.4198393641 |
| 2015-10-01 | 13.5638012334 |
| 2015-11-01 | 13.6241503978 |
| 2015-12-01 | 13.5617113487 |
| 2016-01-01 | 13.7751269436 |
| 2016-02-01 | 13.7853343402 |
| 2016-03-01 | 13.8558778856 |
| 2016-04-01 | 14.0111450806 |
| 2016-05-01 | 13.9996150838 |
| 2016-06-01 | 14.1149056618 |
| 2016-07-01 | 14.2214823093 |
| 2016-08-01 | 14.2774706605 |
| 2016-09-01 | 14.3239793764 |
| 2016-10-01 | 14.2735399102 |
| 2016-11-01 | 14.3210673565 |
| 2016-12-01 | 14.3311969136 |
| 2017-01-01 | 14.3608281499 |
| 2017-02-01 | 14.3888967829 |
| 2017-03-01 | 14.3583802663 |
| 2017-04-01 | 13.9100988673 |
| 2017-05-01 | 13.8316536038 |
| 2017-06-01 | 13.9206875698 |
| 2017-07-01 | 14.0160222901 |
| 2017-08-01 | 13.9589376996 |
| 2017-09-01 | 14.0223759754 |
| 2017-10-01 | 13.8847057454 |
| 2017-11-01 | 13.9348589127 |
| 2017-12-01 | 14.0198226547 |
| 2018-01-01 | 13.7466159450 |
| 2018-02-01 | 13.8854421902 |
| 2018-03-01 | 13.9499202161 |
| 2018-04-01 | 13.8060575106 |
| 2018-05-01 | 13.7676827669 |
| 2018-06-01 | 13.8288284697 |
| 2018-07-01 | 13.7056896701 |
| 2018-08-01 | 13.7407590316 |
| 2018-09-01 | 13.7256439534 |
| 2018-10-01 | 13.7777194857 |
| 2018-11-01 | 13.8540025190 |
| 2018-12-01 | 13.9233661868 |
| 2019-01-01 | 14.0423377886 |
| 2019-02-01 | 13.9732425348 |
| 2019-03-01 | 13.8462073114 |
| 2019-04-01 | 14.2932329137 |
| 2019-05-01 | 14.2952262389 |
| 2019-06-01 | 14.3274132938 |
| 2019-07-01 | 14.1025240400 |
| 2019-08-01 | 14.4313101378 |
| 2019-09-01 | 14.5465084505 |
| 2019-10-01 | 14.4524062388 |
| 2019-11-01 | 14.3642861889 |
| 2019-12-01 | 14.3402959213 |
| 2020-01-01 | 14.2417968614 |
| 2020-02-01 | 14.2590848958 |
| 2020-03-01 | 14.2473015770 |
| 2020-04-01 | 12.1816899709 |
| 2020-05-01 | 12.6098015629 |
| 2020-06-01 | 12.8301816673 |
| 2020-07-01 | 12.7889034405 |
| 2020-08-01 | 13.0245564963 |
| 2020-09-01 | 13.0605748745 |
| 2020-10-01 | 13.2157158873 |
| 2020-11-01 | 13.3785420382 |
| 2020-12-01 | 13.5729742540 |
| 2021-01-01 | 13.7599079315 |
| 2021-02-01 | 13.8515751085 |
| 2021-03-01 | 13.9481921896 |
| 2021-04-01 | 13.9681602805 |
| 2021-05-01 | 13.9102860412 |
| 2021-06-01 | 13.8203256180 |
| 2021-07-01 | 13.9730786899 |
| 2021-08-01 | 13.8151367542 |
| 2021-09-01 | 13.7673562358 |
| 2021-10-01 | 13.7910091649 |
| 2021-11-01 | 13.7980239300 |
| 2021-12-01 | 13.7105678276 |
| 2022-01-01 | 13.7886634527 |
| 2022-02-01 | 13.7509077628 |
| 2022-03-01 | 13.5342745340 |
| 2022-04-01 | 13.4521497810 |
| 2022-05-01 | 13.2976367614 |
| 2022-06-01 | 13.3206499237 |
| 2022-07-01 | 13.3601559919 |
| 2022-08-01 | 13.1166813782 |
| 2022-09-01 | 13.2461948230 |
| 2022-10-01 | 13.5702699754 |
| 2022-11-01 | 13.6180771979 |
| 2022-12-01 | 13.5394763213 |
| 2023-01-01 | 13.5342815152 |
| 2023-02-01 | 13.5611491269 |
| 2023-03-01 | 13.6173461328 |
| 2023-04-01 | 13.1463008349 |
| 2023-05-01 | 13.2749440042 |
| 2023-06-01 | 13.2072177763 |
| 2023-07-01 | 13.0569222956 |
| 2023-08-01 | 13.0203254856 |
| 2023-09-01 | 12.9218188226 |
| 2023-10-01 | 12.7582733326 |
| 2023-11-01 | 12.5290671648 |
| 2023-12-01 | 12.5581455044 |
| 2024-01-01 | 12.4749719106 |
| 2024-02-01 | 12.4808882398 |
| 2024-03-01 | 12.7036837857 |
| 2024-04-01 | 12.8461437854 |
| 2024-05-01 | 12.9479184555 |
| 2024-06-01 | 13.1925923244 |
| 2024-07-01 | 13.0655899634 |
| 2024-08-01 | 13.0260263193 |
| 2024-09-01 | 12.9825200957 |
| 2024-10-01 | 12.8471415619 |
| 2024-11-01 | 12.9411106096 |
| 2024-12-01 | 12.9656856604 |
| 2025-01-01 | 13.0131298510 |
| 2025-02-01 | 13.0063445534 |
| 2025-03-01 | 13.1002359670 |
| 2025-04-01 | 13.1526288266 |
| 2025-05-01 | 13.1190195766 |
| 2025-06-01 | 13.0700865868 |
| 2025-07-01 | 12.9729254645 |
| 2025-08-01 | 13.1271553248 |
| 2025-09-01 | 13.3584188511 |
| 2025-10-01 | 13.4511622478 |
| 2025-11-01 | 13.4480775701 |
| 2025-12-01 | 13.4662803626 |
| 2026-01-01 | 13.4311497009 |
| 2026-02-01 | 13.5226769600 |
| 2026-03-01 | 13.4959799333 |
| 2026-04-01 | 13.4560864911 |
| 2026-05-01 | 13.6012645778 |
| 2026-06-01 | 13.6594994715 |
| 2026-07-01 | 13.6796604980 |
| 2026-08-01 | 13.7335168910 |