Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Appleton, WI (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Appleton, WI (MSA)
Series ID APPL555EDUH
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 2024-12-01
Last Updated 2025-01-29 6:42 AM CST
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 9.583937062673240
1990-02-01 9.160914165476331
1990-03-01 9.196897020046850
1990-04-01 9.688535352927570
1990-05-01 9.761605129308359
1990-06-01 9.974164528351680
1990-07-01 10.125424985620300
1990-08-01 10.039091797930700
1990-09-01 10.119882848424400
1990-10-01 10.188414052640901
1990-11-01 10.146347941902100
1990-12-01 10.219016332117901
1991-01-01 10.075807363338901
1991-02-01 10.062337850240400
1991-03-01 10.100511289698900
1991-04-01 9.988342609039910
1991-05-01 10.062139298408400
1991-06-01 10.076381481050099
1991-07-01 10.020710845030699
1991-08-01 10.139557423625302
1991-09-01 10.118095358412699
1991-10-01 10.386956840099700
1991-11-01 10.254527976920901
1991-12-01 10.225678234692401
1992-01-01 10.362484286089598
1992-02-01 10.458572733833599
1992-03-01 10.501548424739000
1992-04-01 10.593145446801302
1992-05-01 10.561791401529600
1992-06-01 10.482818614845500
1992-07-01 10.422636608234000
1992-08-01 10.429192900732800
1992-09-01 10.514377442201999
1992-10-01 10.380143595629400
1992-11-01 10.461314112865300
1992-12-01 10.441555125983700
1993-01-01 10.455333267908500
1993-02-01 10.560761562902100
1993-03-01 10.404402714447599
1993-04-01 10.384912609570700
1993-05-01 10.456372203330199
1993-06-01 10.493739763897800
1993-07-01 10.625972738128800
1993-08-01 10.727190540254801
1993-09-01 10.606520163390500
1993-10-01 10.566796395308900
1993-11-01 10.760988514888700
1993-12-01 10.847255362151301
1994-01-01 10.261184428806000
1994-02-01 10.167578964652302
1994-03-01 10.216201915569600
1994-04-01 10.282099877617402
1994-05-01 10.247243929666400
1994-06-01 10.302443112664600
1994-07-01 10.325708422218900
1994-08-01 10.214208295197800
1994-09-01 10.411620511167099
1994-10-01 10.346876582954000
1994-11-01 10.353845553509100
1994-12-01 10.445642824418700
1995-01-01 10.678375405289199
1995-02-01 10.780250172445800
1995-03-01 10.834877344584400
1995-04-01 10.772769400874699
1995-05-01 10.843651841473902
1995-06-01 11.103211217217200
1995-07-01 10.926655060649100
1995-08-01 11.009204198882600
1995-09-01 10.908784786584402
1995-10-01 10.932283079213200
1995-11-01 10.835586617261200
1995-12-01 11.135435869486400
1996-01-01 10.701413357376600
1996-02-01 10.694332074158302
1996-03-01 10.751337824123800
1996-04-01 10.778851686667600
1996-05-01 10.848390084595100
1996-06-01 10.594033125345000
1996-07-01 10.626363974075600
1996-08-01 10.592779447847400
1996-09-01 10.412014785704900
1996-10-01 10.724199096094900
1996-11-01 10.712124015158599
1996-12-01 10.727358819457000
1997-01-01 10.520479862866900
1997-02-01 10.511290405953599
1997-03-01 10.464384496832000
1997-04-01 10.580958208180000
1997-05-01 10.660492171145698
1997-06-01 10.580165290471800
1997-07-01 11.130902888771601
1997-08-01 11.071603513348900
1997-09-01 11.002939839947200
1997-10-01 11.037137684441301
1997-11-01 10.997552164066400
1997-12-01 11.021672914327800
1998-01-01 11.326143889461699
1998-02-01 11.122958698030000
1998-03-01 10.971857830950501
1998-04-01 10.693060199265302
1998-05-01 10.782472518909800
1998-06-01 10.758027969484301
1998-07-01 10.515164545700800
1998-08-01 10.640513239392000
1998-09-01 10.598839577202302
1998-10-01 10.464011932598000
1998-11-01 10.511949529409900
1998-12-01 10.532571699694099
1999-01-01 10.208766588551600
1999-02-01 10.125293319019000
1999-03-01 10.172136855839800
1999-04-01 10.102858184783600
1999-05-01 10.104554319127999
1999-06-01 9.930331247997891
1999-07-01 10.199150587403200
1999-08-01 10.109516375515500
1999-09-01 10.175524147308499
1999-10-01 10.303924157963301
1999-11-01 10.352645006462400
1999-12-01 10.362111910191100
2000-01-01 10.279769502655100
2000-02-01 10.223986806295100
2000-03-01 10.264885599515999
2000-04-01 10.308739336454900
2000-05-01 10.318065166423200
2000-06-01 10.405593976365000
2000-07-01 10.372295387990500
2000-08-01 10.583974256545100
2000-09-01 10.553988158019699
2000-10-01 10.536282145265000
2000-11-01 11.011016772914200
2000-12-01 10.694297639352301
2001-01-01 11.048816038092301
2001-02-01 10.928000829998200
2001-03-01 10.961940479981802
2001-04-01 10.703736208855000
2001-05-01 10.814309823921300
2001-06-01 10.891216092363699
2001-07-01 10.955861305208499
2001-08-01 10.861692149229300
2001-09-01 10.827402295332199
2001-10-01 10.858462693437600
2001-11-01 10.864810007486800
2001-12-01 10.816984137149902
2002-01-01 11.030295691279399
2002-02-01 11.139122201953098
2002-03-01 11.071531160233100
2002-04-01 11.093323592775200
2002-05-01 11.201339925999800
2002-06-01 11.188751735786900
2002-07-01 11.132728884222699
2002-08-01 11.149864704773400
2002-09-01 11.207667224098700
2002-10-01 11.059305310556100
2002-11-01 11.102275583571501
2002-12-01 11.133187561177900
2003-01-01 11.221779793527400
2003-02-01 11.251787188577199
2003-03-01 11.289464967094500
2003-04-01 11.388205435455802
2003-05-01 11.387435338116000
2003-06-01 11.396408937889800
2003-07-01 11.429869689941700
2003-08-01 11.434081532108500
2003-09-01 11.280910769459200
2003-10-01 11.443273993846600
2003-11-01 11.408180051859699
2003-12-01 11.539780749040000
2004-01-01 11.532607740111198
2004-02-01 11.472341052379600
2004-03-01 11.510207138188200
2004-04-01 11.494183480826699
2004-05-01 11.684570131375900
2004-06-01 11.508034094737198
2004-07-01 11.525749513943401
2004-08-01 11.520011868007100
2004-09-01 11.559040893183500
2004-10-01 11.610448897669599
2004-11-01 11.688403732446499
2004-12-01 11.736015971112401
2005-01-01 11.754854966421599
2005-02-01 11.800670906294501
2005-03-01 11.828582094261902
2005-04-01 12.018786898275199
2005-05-01 12.086850139557700
2005-06-01 12.112729978309000
2005-07-01 12.232575963986900
2005-08-01 12.197854565447800
2005-09-01 12.235912430054100
2005-10-01 12.281302250637697
2005-11-01 12.255749042796000
2005-12-01 12.232939201461301
2006-01-01 12.278185304157601
2006-02-01 12.322441810710401
2006-03-01 12.341387367206800
2006-04-01 12.354045973844599
2006-05-01 12.295356737893801
2006-06-01 12.207424926572500
2006-07-01 12.237816108388500
2006-08-01 12.383086885680301
2006-09-01 12.419818663923301
2006-10-01 12.355435978118699
2006-11-01 12.323893011181600
2006-12-01 12.344341875246998
2007-01-01 12.295534138485400
2007-02-01 12.331151205714600
2007-03-01 12.139334118396000
2007-04-01 12.284421156760398
2007-05-01 12.290414757765400
2007-06-01 12.399119025119697
2007-07-01 12.457571858228800
2007-08-01 12.481375008649700
2007-09-01 12.516448781053601
2007-10-01 12.540204638486500
2007-11-01 12.599628974312699
2007-12-01 12.753975226623302
2008-01-01 12.606788762879400
2008-02-01 12.620635751039698
2008-03-01 12.532306299496698
2008-04-01 12.801514718853200
2008-05-01 12.980896059997699
2008-06-01 13.085739536561501
2008-07-01 13.272921861479400
2008-08-01 13.194579443940402
2008-09-01 13.239511654590000
2008-10-01 13.137436958247001
2008-11-01 13.185243652377600
2008-12-01 13.366663335946100
2009-01-01 13.205003989179001
2009-02-01 13.095774637546198
2009-03-01 13.120207175814600
2009-04-01 13.098553205345800
2009-05-01 13.158031998656400
2009-06-01 13.272905981825400
2009-07-01 13.286962705591900
2009-08-01 13.424007673987500
2009-09-01 13.588736459771301
2009-10-01 13.642612531384302
2009-11-01 13.680696933923500
2009-12-01 13.676502774785900
2010-01-01 13.789291144413301
2010-02-01 13.860561901732900
2010-03-01 13.911683774633300
2010-04-01 13.876178456936300
2010-05-01 13.835297894664500
2010-06-01 13.660440885478900
2010-07-01 13.599708813404600
2010-08-01 13.561109439176500
2010-09-01 13.545815378491499
2010-10-01 13.548703704409500
2010-11-01 13.482965887427600
2010-12-01 13.487582948370800
2011-01-01 13.272970304188199
2011-02-01 13.331388406389400
2011-03-01 13.200973829514698
2011-04-01 13.139249178075700
2011-05-01 13.007945605395200
2011-06-01 13.147117897710200
2011-07-01 13.217897906308599
2011-08-01 13.195258580341699
2011-09-01 13.100837902681599
2011-10-01 13.157058476358099
2011-11-01 13.290785319047599
2011-12-01 13.279972241466100
2012-01-01 13.456941630191100
2012-02-01 13.520170967522500
2012-03-01 13.500744982558400
2012-04-01 13.609184612707200
2012-05-01 13.695503133555200
2012-06-01 13.727569947932000
2012-07-01 13.821310438657598
2012-08-01 13.806632890677800
2012-09-01 13.835847012195599
2012-10-01 14.078128421907598
2012-11-01 14.099603653921700
2012-12-01 14.172877652425699
2013-01-01 14.542443360465500
2013-02-01 14.525577718322400
2013-03-01 14.610273587664200
2013-04-01 14.693354674600402
2013-05-01 14.692343472660500
2013-06-01 14.704327539714000
2013-07-01 14.707343115711600
2013-08-01 14.802795179406300
2013-09-01 14.946103067590801
2013-10-01 15.001998018214400
2013-11-01 15.010689406610100
2013-12-01 15.065496723062600
2014-01-01 14.831196682775099
2014-02-01 14.943816127435400
2014-03-01 15.027167777012401
2014-04-01 14.995202485886901
2014-05-01 15.000177496341000
2014-06-01 14.981554846266300
2014-07-01 14.785411383533699
2014-08-01 14.784241281858598
2014-09-01 14.729710606279301
2014-10-01 14.722036203744400
2014-11-01 14.720406543476200
2014-12-01 14.864928143123802
2015-01-01 14.735219410889900
2015-02-01 14.564078414349000
2015-03-01 14.644237919465999
2015-04-01 14.707710360243098
2015-05-01 14.706930599092400
2015-06-01 14.561936686186302
2015-07-01 14.958622718707900
2015-08-01 14.860305304496501
2015-09-01 14.812501667481100
2015-10-01 14.734673203076000
2015-11-01 14.823693515606100
2015-12-01 14.858326323639801
2016-01-01 15.046727803848801
2016-02-01 15.185689867939200
2016-03-01 15.171802669918803
2016-04-01 15.228981233222001
2016-05-01 15.216570015474300
2016-06-01 15.147498171845800
2016-07-01 15.520768662101000
2016-08-01 15.420295915431700
2016-09-01 15.492589361453700
2016-10-01 15.452273358261198
2016-11-01 15.429254016789400
2016-12-01 15.361253476307500
2017-01-01 15.158189779763902
2017-02-01 15.293882962859400
2017-03-01 15.305645940763100
2017-04-01 15.251771551913700
2017-05-01 15.330731627276302
2017-06-01 15.335931065684800
2017-07-01 15.277339159010700
2017-08-01 15.276465058284600
2017-09-01 15.377078326285100
2017-10-01 15.463558739730100
2017-11-01 15.440965074933200
2017-12-01 15.460875616072700
2018-01-01 15.470782739625001
2018-02-01 15.502891895669197
2018-03-01 15.535481534821699
2018-04-01 15.472656806008600
2018-05-01 15.445540060041699
2018-06-01 15.326658508372600
2018-07-01 15.239058519184000
2018-08-01 15.231252310089701
2018-09-01 15.164898063703400
2018-10-01 15.269492319704700
2018-11-01 15.360409584473901
2018-12-01 15.361160768361600
2019-01-01 15.381610418169000
2019-02-01 15.412857830113401
2019-03-01 15.454173120551500
2019-04-01 15.582890257987401
2019-05-01 15.655638832668600
2019-06-01 15.725710797341100
2019-07-01 15.808782449481402
2019-08-01 15.894581993912698
2019-09-01 15.962824670068700
2019-10-01 15.868820489934000
2019-11-01 15.982244546922800
2019-12-01 16.058015756386800
2020-01-01 16.182564638205100
2020-02-01 16.327329855416100
2020-03-01 16.360756533060900
2020-04-01 14.790477563464401
2020-05-01 15.165797607894302
2020-06-01 15.432198146916699
2020-07-01 15.678362516997600
2020-08-01 15.763555174380000
2020-09-01 15.863623260815402
2020-10-01 15.870031737004100
2020-11-01 15.908915557611301
2020-12-01 16.065048197186600
2021-01-01 15.979464638768100
2021-02-01 16.027632150323500
2021-03-01 16.054740811021098
2021-04-01 15.986472863046200
2021-05-01 15.971228016895800
2021-06-01 16.048889963305700
2021-07-01 16.059369651341900
2021-08-01 16.055246785657900
2021-09-01 15.967473000362300
2021-10-01 16.067434423240800
2021-11-01 16.226014686518100
2021-12-01 16.066884486485698
2022-01-01 16.179012877581698
2022-02-01 16.123932025485700
2022-03-01 16.036479021672402
2022-04-01 16.283054774780500
2022-05-01 16.269630948385000
2022-06-01 16.162642677246403
2022-07-01 16.254397460995300
2022-08-01 16.265574990121400
2022-09-01 16.378569524695600
2022-10-01 16.461869247753800
2022-11-01 16.429853118387000
2022-12-01 16.469839158998198
2023-01-01 16.678493211732400
2023-02-01 16.617731080833700
2023-03-01 16.717706759228000
2023-04-01 16.670036200755000
2023-05-01 16.756194559348500
2023-06-01 16.880371363564900
2023-07-01 16.965145979914100
2023-08-01 16.988871231739500
2023-09-01 16.790009140747700
2023-10-01 16.955793748068400
2023-11-01 16.921555003781300
2023-12-01 16.967603688222198
2024-01-01 16.876139943038500
2024-02-01 17.012693234703500
2024-03-01 17.004608420611000
2024-04-01 17.064247940023503
2024-05-01 17.047177965558500
2024-06-01 16.989714616061100
2024-07-01 16.974770430770500
2024-08-01 17.005656866841000
2024-09-01 17.096652553203800
2024-10-01 17.156417857051900
2024-11-01 17.312555895937300
2024-12-01 17.364845306449197

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