Table Data - All Employees: Education and Health Services: Private Education and Health Services in South Bend-Mishawaka, IN-MI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in South Bend-Mishawaka, IN-MI (MSA) |
|---|---|
| Series ID | SOUT718EDUH |
| 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 12:19 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 | 19.3801041874 |
| 1990-02-01 | 19.5074444144 |
| 1990-03-01 | 19.6761547353 |
| 1990-04-01 | 19.7721602366 |
| 1990-05-01 | 19.8245779228 |
| 1990-06-01 | 19.6753155156 |
| 1990-07-01 | 19.6605512737 |
| 1990-08-01 | 19.8514401510 |
| 1990-09-01 | 19.9092793179 |
| 1990-10-01 | 19.9097072489 |
| 1990-11-01 | 19.9815023186 |
| 1990-12-01 | 20.0192502551 |
| 1991-01-01 | 20.0815951822 |
| 1991-02-01 | 20.2165344289 |
| 1991-03-01 | 20.2888782311 |
| 1991-04-01 | 20.3572245800 |
| 1991-05-01 | 20.5325794944 |
| 1991-06-01 | 20.6068837835 |
| 1991-07-01 | 20.1665542708 |
| 1991-08-01 | 20.3524854247 |
| 1991-09-01 | 20.5964481857 |
| 1991-10-01 | 20.4996494740 |
| 1991-11-01 | 20.5602891567 |
| 1991-12-01 | 20.5063335302 |
| 1992-01-01 | 20.9740591651 |
| 1992-02-01 | 21.1222438816 |
| 1992-03-01 | 21.0025559450 |
| 1992-04-01 | 20.6669739299 |
| 1992-05-01 | 20.7718318870 |
| 1992-06-01 | 21.2214155113 |
| 1992-07-01 | 21.4842627765 |
| 1992-08-01 | 21.3459284406 |
| 1992-09-01 | 21.0953554518 |
| 1992-10-01 | 21.4883964094 |
| 1992-11-01 | 21.4367937340 |
| 1992-12-01 | 21.5763138353 |
| 1993-01-01 | 21.3680451262 |
| 1993-02-01 | 21.4223433006 |
| 1993-03-01 | 21.4067835806 |
| 1993-04-01 | 21.5953267201 |
| 1993-05-01 | 21.8352807795 |
| 1993-06-01 | 21.4172389430 |
| 1993-07-01 | 21.6452459754 |
| 1993-08-01 | 21.5676153805 |
| 1993-09-01 | 21.8009086028 |
| 1993-10-01 | 22.2924704912 |
| 1993-11-01 | 22.1211461271 |
| 1993-12-01 | 22.2626626153 |
| 1994-01-01 | 23.1776409072 |
| 1994-02-01 | 23.1060119902 |
| 1994-03-01 | 23.1943759359 |
| 1994-04-01 | 23.6333112578 |
| 1994-05-01 | 23.4855261895 |
| 1994-06-01 | 23.5394363566 |
| 1994-07-01 | 23.6888612875 |
| 1994-08-01 | 23.7645412053 |
| 1994-09-01 | 23.8037234095 |
| 1994-10-01 | 23.5802851653 |
| 1994-11-01 | 23.6788776856 |
| 1994-12-01 | 23.5313369927 |
| 1995-01-01 | 23.7968799751 |
| 1995-02-01 | 23.8099900068 |
| 1995-03-01 | 23.8977742201 |
| 1995-04-01 | 23.6741127122 |
| 1995-05-01 | 23.5978727406 |
| 1995-06-01 | 23.7869075403 |
| 1995-07-01 | 23.9015166451 |
| 1995-08-01 | 23.9974183522 |
| 1995-09-01 | 23.8475953265 |
| 1995-10-01 | 23.7856619374 |
| 1995-11-01 | 23.7644647877 |
| 1995-12-01 | 23.9291194152 |
| 1996-01-01 | 23.8232855993 |
| 1996-02-01 | 24.0266346724 |
| 1996-03-01 | 24.1024592468 |
| 1996-04-01 | 23.7042380256 |
| 1996-05-01 | 23.4709327305 |
| 1996-06-01 | 23.4857241012 |
| 1996-07-01 | 24.3521883984 |
| 1996-08-01 | 24.1669777316 |
| 1996-09-01 | 24.1142922350 |
| 1996-10-01 | 23.9769767669 |
| 1996-11-01 | 24.0373020992 |
| 1996-12-01 | 24.0326528936 |
| 1997-01-01 | 24.2413373812 |
| 1997-02-01 | 24.4603191869 |
| 1997-03-01 | 24.4292688012 |
| 1997-04-01 | 24.3154151577 |
| 1997-05-01 | 24.4283134471 |
| 1997-06-01 | 24.4885066613 |
| 1997-07-01 | 24.5876354146 |
| 1997-08-01 | 24.3337938352 |
| 1997-09-01 | 24.5812920097 |
| 1997-10-01 | 24.7663941549 |
| 1997-11-01 | 24.9154221269 |
| 1997-12-01 | 25.0318094548 |
| 1998-01-01 | 25.1624838171 |
| 1998-02-01 | 25.0949454960 |
| 1998-03-01 | 25.2588561305 |
| 1998-04-01 | 25.7956661375 |
| 1998-05-01 | 26.0707506820 |
| 1998-06-01 | 26.2176035524 |
| 1998-07-01 | 26.1287440356 |
| 1998-08-01 | 25.8481616984 |
| 1998-09-01 | 26.7394607865 |
| 1998-10-01 | 27.2351631794 |
| 1998-11-01 | 27.2664515319 |
| 1998-12-01 | 27.5136806292 |
| 1999-01-01 | 26.9831415256 |
| 1999-02-01 | 27.2369500085 |
| 1999-03-01 | 27.4014199029 |
| 1999-04-01 | 27.3532517856 |
| 1999-05-01 | 27.3343172886 |
| 1999-06-01 | 27.3527010424 |
| 1999-07-01 | 27.0001991279 |
| 1999-08-01 | 26.7157972554 |
| 1999-09-01 | 27.2585158920 |
| 1999-10-01 | 27.9759336927 |
| 1999-11-01 | 27.9963938670 |
| 1999-12-01 | 27.9829529786 |
| 2000-01-01 | 28.1045842734 |
| 2000-02-01 | 28.1455280406 |
| 2000-03-01 | 28.2044232826 |
| 2000-04-01 | 28.4049988190 |
| 2000-05-01 | 28.5622328063 |
| 2000-06-01 | 28.6239416836 |
| 2000-07-01 | 28.5296048862 |
| 2000-08-01 | 28.7123739330 |
| 2000-09-01 | 28.4513065878 |
| 2000-10-01 | 28.0364806452 |
| 2000-11-01 | 28.0474713057 |
| 2000-12-01 | 28.1643758699 |
| 2001-01-01 | 28.4245324219 |
| 2001-02-01 | 28.5204283135 |
| 2001-03-01 | 28.5887500284 |
| 2001-04-01 | 28.6690479765 |
| 2001-05-01 | 28.8668109094 |
| 2001-06-01 | 28.6226668429 |
| 2001-07-01 | 28.9900856168 |
| 2001-08-01 | 29.0947850640 |
| 2001-09-01 | 28.8884509889 |
| 2001-10-01 | 28.8677707815 |
| 2001-11-01 | 28.9522725088 |
| 2001-12-01 | 28.9329947852 |
| 2002-01-01 | 29.0803497160 |
| 2002-02-01 | 29.1871012454 |
| 2002-03-01 | 29.2451769543 |
| 2002-04-01 | 29.0357718448 |
| 2002-05-01 | 30.0235515536 |
| 2002-06-01 | 29.6687985147 |
| 2002-07-01 | 29.5345384688 |
| 2002-08-01 | 29.8752468553 |
| 2002-09-01 | 29.7976889064 |
| 2002-10-01 | 29.7365414440 |
| 2002-11-01 | 29.6675583787 |
| 2002-12-01 | 29.8564968367 |
| 2003-01-01 | 30.1666497439 |
| 2003-02-01 | 30.2989202427 |
| 2003-03-01 | 30.3112157357 |
| 2003-04-01 | 30.6182351454 |
| 2003-05-01 | 30.4957399973 |
| 2003-06-01 | 30.5166878374 |
| 2003-07-01 | 30.6307485402 |
| 2003-08-01 | 30.5117111926 |
| 2003-09-01 | 30.3860303614 |
| 2003-10-01 | 30.4182609782 |
| 2003-11-01 | 30.2070110630 |
| 2003-12-01 | 30.7225762963 |
| 2004-01-01 | 31.1012190060 |
| 2004-02-01 | 31.1775687176 |
| 2004-03-01 | 31.1111129013 |
| 2004-04-01 | 31.9172325366 |
| 2004-05-01 | 31.1404797654 |
| 2004-06-01 | 31.4458024304 |
| 2004-07-01 | 31.7714272509 |
| 2004-08-01 | 31.2835939521 |
| 2004-09-01 | 32.0557280424 |
| 2004-10-01 | 32.8189337414 |
| 2004-11-01 | 32.5769659099 |
| 2004-12-01 | 32.3247365030 |
| 2005-01-01 | 32.1210844338 |
| 2005-02-01 | 32.5004038018 |
| 2005-03-01 | 32.7596679703 |
| 2005-04-01 | 32.6555815447 |
| 2005-05-01 | 31.7509770511 |
| 2005-06-01 | 32.7227931439 |
| 2005-07-01 | 32.9484641042 |
| 2005-08-01 | 32.5383630606 |
| 2005-09-01 | 32.9367206000 |
| 2005-10-01 | 33.4810757211 |
| 2005-11-01 | 33.1489095616 |
| 2005-12-01 | 32.8200692481 |
| 2006-01-01 | 32.8343477811 |
| 2006-02-01 | 32.8126929367 |
| 2006-03-01 | 33.1189337895 |
| 2006-04-01 | 32.8933049074 |
| 2006-05-01 | 32.0520605644 |
| 2006-06-01 | 32.9730450282 |
| 2006-07-01 | 33.3893373032 |
| 2006-08-01 | 33.2693010917 |
| 2006-09-01 | 33.4124673728 |
| 2006-10-01 | 33.9282839635 |
| 2006-11-01 | 33.8023088279 |
| 2006-12-01 | 33.3959168841 |
| 2007-01-01 | 33.0982552186 |
| 2007-02-01 | 32.8631939672 |
| 2007-03-01 | 32.7661604033 |
| 2007-04-01 | 33.0239372051 |
| 2007-05-01 | 32.1726003022 |
| 2007-06-01 | 33.3259014706 |
| 2007-07-01 | 33.8981206967 |
| 2007-08-01 | 33.5831968664 |
| 2007-09-01 | 33.6104848691 |
| 2007-10-01 | 33.6513949566 |
| 2007-11-01 | 33.4665081205 |
| 2007-12-01 | 33.7961848375 |
| 2008-01-01 | 33.9366824758 |
| 2008-02-01 | 33.6357914930 |
| 2008-03-01 | 33.6766495661 |
| 2008-04-01 | 33.8029655285 |
| 2008-05-01 | 33.7166570755 |
| 2008-06-01 | 34.6615213064 |
| 2008-07-01 | 34.5924035088 |
| 2008-08-01 | 34.4444371906 |
| 2008-09-01 | 33.7350504267 |
| 2008-10-01 | 33.7081685841 |
| 2008-11-01 | 33.6657549307 |
| 2008-12-01 | 33.9954660306 |
| 2009-01-01 | 34.0949804986 |
| 2009-02-01 | 34.2011648630 |
| 2009-03-01 | 34.4338790697 |
| 2009-04-01 | 34.4953554868 |
| 2009-05-01 | 34.5599006688 |
| 2009-06-01 | 35.6804495372 |
| 2009-07-01 | 34.0647182041 |
| 2009-08-01 | 34.2015258240 |
| 2009-09-01 | 34.8046181331 |
| 2009-10-01 | 34.3654160766 |
| 2009-11-01 | 34.6232708692 |
| 2009-12-01 | 34.6087564546 |
| 2010-01-01 | 34.1465991559 |
| 2010-02-01 | 34.3210968340 |
| 2010-03-01 | 34.1305470479 |
| 2010-04-01 | 36.0658781884 |
| 2010-05-01 | 35.8024661470 |
| 2010-06-01 | 34.8825138298 |
| 2010-07-01 | 33.7643504122 |
| 2010-08-01 | 34.7397590163 |
| 2010-09-01 | 35.6985762876 |
| 2010-10-01 | 35.6968484487 |
| 2010-11-01 | 35.8173855170 |
| 2010-12-01 | 35.8155296295 |
| 2011-01-01 | 36.2357043085 |
| 2011-02-01 | 36.3558957628 |
| 2011-03-01 | 36.5240843682 |
| 2011-04-01 | 37.4584035646 |
| 2011-05-01 | 36.8065465016 |
| 2011-06-01 | 35.8083485079 |
| 2011-07-01 | 34.6574238477 |
| 2011-08-01 | 35.2896447247 |
| 2011-09-01 | 36.0363424870 |
| 2011-10-01 | 36.5048214946 |
| 2011-11-01 | 36.3970319288 |
| 2011-12-01 | 36.6826198005 |
| 2012-01-01 | 36.5862308419 |
| 2012-02-01 | 36.7692831405 |
| 2012-03-01 | 36.4713762485 |
| 2012-04-01 | 35.6609479196 |
| 2012-05-01 | 35.2327410996 |
| 2012-06-01 | 35.8853595387 |
| 2012-07-01 | 35.9309810461 |
| 2012-08-01 | 36.2974911986 |
| 2012-09-01 | 35.6798968933 |
| 2012-10-01 | 35.7279406541 |
| 2012-11-01 | 35.8163158236 |
| 2012-12-01 | 35.9259184739 |
| 2013-01-01 | 35.8108907843 |
| 2013-02-01 | 35.9622319706 |
| 2013-03-01 | 36.0843277851 |
| 2013-04-01 | 36.3667533470 |
| 2013-05-01 | 36.1165084347 |
| 2013-06-01 | 36.0560719218 |
| 2013-07-01 | 36.2868592110 |
| 2013-08-01 | 36.8256563417 |
| 2013-09-01 | 36.4806609992 |
| 2013-10-01 | 36.5276208193 |
| 2013-11-01 | 36.7242072713 |
| 2013-12-01 | 36.6807957122 |
| 2014-01-01 | 36.6856226894 |
| 2014-02-01 | 36.8026937314 |
| 2014-03-01 | 37.0127071772 |
| 2014-04-01 | 37.1192442826 |
| 2014-05-01 | 37.1904884405 |
| 2014-06-01 | 37.7274466801 |
| 2014-07-01 | 37.1294052143 |
| 2014-08-01 | 37.2781079668 |
| 2014-09-01 | 37.3306673611 |
| 2014-10-01 | 37.4187149453 |
| 2014-11-01 | 37.5423909968 |
| 2014-12-01 | 37.6774325212 |
| 2015-01-01 | 37.8036396856 |
| 2015-02-01 | 37.6606923686 |
| 2015-03-01 | 37.6620158829 |
| 2015-04-01 | 37.7511392991 |
| 2015-05-01 | 38.0628392994 |
| 2015-06-01 | 38.2201704400 |
| 2015-07-01 | 38.2189596238 |
| 2015-08-01 | 38.0864096523 |
| 2015-09-01 | 38.3640903826 |
| 2015-10-01 | 38.3071190197 |
| 2015-11-01 | 38.3955107772 |
| 2015-12-01 | 38.5167984239 |
| 2016-01-01 | 38.7138085861 |
| 2016-02-01 | 38.5016775577 |
| 2016-03-01 | 38.5058845859 |
| 2016-04-01 | 38.6992585055 |
| 2016-05-01 | 38.7284454828 |
| 2016-06-01 | 38.6213914769 |
| 2016-07-01 | 38.4982553614 |
| 2016-08-01 | 38.5942378032 |
| 2016-09-01 | 38.9406833527 |
| 2016-10-01 | 38.9178593764 |
| 2016-11-01 | 38.8529809881 |
| 2016-12-01 | 38.7457509724 |
| 2017-01-01 | 38.6076737118 |
| 2017-02-01 | 38.8364688262 |
| 2017-03-01 | 38.9707916613 |
| 2017-04-01 | 38.9204176819 |
| 2017-05-01 | 38.7284415128 |
| 2017-06-01 | 38.5561444633 |
| 2017-07-01 | 38.4962060038 |
| 2017-08-01 | 38.6379838183 |
| 2017-09-01 | 38.8222838668 |
| 2017-10-01 | 38.8703662079 |
| 2017-11-01 | 38.7191983112 |
| 2017-12-01 | 38.5256443059 |
| 2018-01-01 | 38.7235190094 |
| 2018-02-01 | 39.0878385577 |
| 2018-03-01 | 39.2556355519 |
| 2018-04-01 | 39.3588962191 |
| 2018-05-01 | 39.1378439613 |
| 2018-06-01 | 38.8403632092 |
| 2018-07-01 | 38.9751076377 |
| 2018-08-01 | 38.9679695432 |
| 2018-09-01 | 39.0766377261 |
| 2018-10-01 | 39.1343720915 |
| 2018-11-01 | 39.0515265994 |
| 2018-12-01 | 39.4447332891 |
| 2019-01-01 | 40.0753240296 |
| 2019-02-01 | 40.2790600845 |
| 2019-03-01 | 40.4472929529 |
| 2019-04-01 | 38.9143430889 |
| 2019-05-01 | 38.8248418380 |
| 2019-06-01 | 39.5512082929 |
| 2019-07-01 | 39.9841692939 |
| 2019-08-01 | 40.2305748500 |
| 2019-09-01 | 39.7778436087 |
| 2019-10-01 | 39.1177827605 |
| 2019-11-01 | 39.3095324416 |
| 2019-12-01 | 39.6522102693 |
| 2020-01-01 | 38.5585130702 |
| 2020-02-01 | 38.1368876735 |
| 2020-03-01 | 37.8765100641 |
| 2020-04-01 | 32.7149244173 |
| 2020-05-01 | 33.2276659026 |
| 2020-06-01 | 33.7965770880 |
| 2020-07-01 | 34.0144824144 |
| 2020-08-01 | 34.3704630329 |
| 2020-09-01 | 33.7103298847 |
| 2020-10-01 | 34.0585567130 |
| 2020-11-01 | 34.1403388072 |
| 2020-12-01 | 34.3151624637 |
| 2021-01-01 | 34.1001404243 |
| 2021-02-01 | 34.0726514877 |
| 2021-03-01 | 34.0497228072 |
| 2021-04-01 | 34.4548073007 |
| 2021-05-01 | 34.4980821787 |
| 2021-06-01 | 34.7794670146 |
| 2021-07-01 | 34.5401262695 |
| 2021-08-01 | 34.3337351605 |
| 2021-09-01 | 34.2180800395 |
| 2021-10-01 | 34.6994914931 |
| 2021-11-01 | 34.7833387737 |
| 2021-12-01 | 35.0123746532 |
| 2022-01-01 | 35.0183360795 |
| 2022-02-01 | 35.0708070186 |
| 2022-03-01 | 35.3703915435 |
| 2022-04-01 | 35.5690476860 |
| 2022-05-01 | 35.7813208612 |
| 2022-06-01 | 36.0375796905 |
| 2022-07-01 | 35.4354140616 |
| 2022-08-01 | 35.6803929001 |
| 2022-09-01 | 35.5764159859 |
| 2022-10-01 | 35.5096875267 |
| 2022-11-01 | 35.6042082254 |
| 2022-12-01 | 35.6157262321 |
| 2023-01-01 | 36.2297167315 |
| 2023-02-01 | 36.4326537619 |
| 2023-03-01 | 36.5666431213 |
| 2023-04-01 | 36.3710823290 |
| 2023-05-01 | 36.3854142349 |
| 2023-06-01 | 36.1375234371 |
| 2023-07-01 | 35.9539513969 |
| 2023-08-01 | 36.4409835633 |
| 2023-09-01 | 36.7990342955 |
| 2023-10-01 | 36.5274866746 |
| 2023-11-01 | 36.2383956923 |
| 2023-12-01 | 36.1423444337 |
| 2024-01-01 | 35.5638000293 |
| 2024-02-01 | 35.4348800629 |
| 2024-03-01 | 35.4714979557 |
| 2024-04-01 | 35.2759299958 |
| 2024-05-01 | 35.3275579457 |
| 2024-06-01 | 35.3794282804 |
| 2024-07-01 | 35.7724675558 |
| 2024-08-01 | 35.7969050648 |
| 2024-09-01 | 35.8953796791 |
| 2024-10-01 | 35.7534391018 |
| 2024-11-01 | 35.7471988738 |
| 2024-12-01 | 35.6487335048 |
| 2025-01-01 | 35.7128089085 |
| 2025-02-01 | 35.7699987172 |
| 2025-03-01 | 35.7376278231 |
| 2025-04-01 | 35.3896298144 |
| 2025-05-01 | 35.0764512459 |
| 2025-06-01 | 34.7953693803 |
| 2025-07-01 | 34.1397350047 |
| 2025-08-01 | 34.2083500785 |
| 2025-09-01 | 34.0994621105 |
| 2025-10-01 | 34.1875036724 |
| 2025-11-01 | 34.2651070250 |
| 2025-12-01 | 34.2662243112 |
| 2026-01-01 | 34.5580333963 |
| 2026-02-01 | 34.3299136439 |
| 2026-03-01 | 34.1444300378 |
| 2026-04-01 | 34.2912894492 |
| 2026-05-01 | 34.4127465235 |
| 2026-06-01 | 34.5874250221 |
| 2026-07-01 | 34.6444474149 |
| 2026-08-01 | 34.6511945293 |