Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Toledo, OH (MSA)
Series ID TOLE739EDUH
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 2024-10-01
Last Updated 2024-11-20 4:57 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 36.619081362155000
1990-02-01 36.679412711689500
1990-03-01 36.777776478304400
1990-04-01 36.847490343453800
1990-05-01 36.980712960327700
1990-06-01 37.011547501755200
1990-07-01 36.939283284674296
1990-08-01 37.130712209768700
1990-09-01 37.305877342018000
1990-10-01 36.267166771202700
1990-11-01 36.685913480536300
1990-12-01 36.749135252429900
1991-01-01 36.838144101549396
1991-02-01 36.793277408412800
1991-03-01 36.898651417961600
1991-04-01 36.638020867017900
1991-05-01 36.667046038508296
1991-06-01 36.791714821176800
1991-07-01 36.914884327094100
1991-08-01 37.016889634457400
1991-09-01 37.206959453629395
1991-10-01 37.161867757709700
1991-11-01 37.186101797405900
1991-12-01 37.452473352638606
1992-01-01 37.180630631407300
1992-02-01 37.222023674283500
1992-03-01 37.223245166737500
1992-04-01 37.230269990714700
1992-05-01 37.155427591084900
1992-06-01 37.146165182493400
1992-07-01 37.274965402155400
1992-08-01 37.285050117397205
1992-09-01 37.305311542126800
1992-10-01 37.553699228918400
1992-11-01 37.507628940796100
1992-12-01 37.677300856975800
1993-01-01 38.257144577189706
1993-02-01 38.367540008889900
1993-03-01 38.445595894378100
1993-04-01 38.932192626281290
1993-05-01 39.138977759495100
1993-06-01 39.490578877081400
1993-07-01 38.822067622774895
1993-08-01 38.936837392315795
1993-09-01 39.397842377570000
1993-10-01 39.739599036237500
1993-11-01 39.920697620190100
1993-12-01 39.883496176970100
1994-01-01 40.058543409258110
1994-02-01 40.025172631230795
1994-03-01 40.065062983837400
1994-04-01 40.234774036418100
1994-05-01 40.299303183396894
1994-06-01 40.422809360562600
1994-07-01 40.576925540567500
1994-08-01 40.376741520332600
1994-09-01 40.386441010446205
1994-10-01 40.258743476632500
1994-11-01 40.357823809826500
1994-12-01 40.797627413637500
1995-01-01 40.141505196752796
1995-02-01 40.486126500800100
1995-03-01 40.566285543717200
1995-04-01 40.522401816998400
1995-05-01 40.442315166644896
1995-06-01 40.762676440205496
1995-07-01 40.544501839044600
1995-08-01 40.741005805500706
1995-09-01 40.778480697779100
1995-10-01 40.808335796078000
1995-11-01 40.691652101225600
1995-12-01 40.699715515957610
1996-01-01 40.693488005500000
1996-02-01 40.925842821789800
1996-03-01 41.059187431284900
1996-04-01 40.792959272295210
1996-05-01 40.999139273738800
1996-06-01 41.022928270668004
1996-07-01 41.248268462494800
1996-08-01 41.335114859164705
1996-09-01 41.278372571342900
1996-10-01 41.358794586030605
1996-11-01 41.416388277576200
1996-12-01 41.467380098353900
1997-01-01 41.321956570092600
1997-02-01 41.335151484758500
1997-03-01 41.449523657694000
1997-04-01 41.447861286645000
1997-05-01 41.771679825604700
1997-06-01 41.801151386925895
1997-07-01 42.076333189264600
1997-08-01 42.251162317432700
1997-09-01 42.405849720965100
1997-10-01 41.905327480771604
1997-11-01 42.128719483270800
1997-12-01 42.119088413041794
1998-01-01 42.119537471901800
1998-02-01 42.017725124160290
1998-03-01 42.249676829881395
1998-04-01 42.502840602506794
1998-05-01 42.558122671807700
1998-06-01 42.396816989285000
1998-07-01 42.119283360863600
1998-08-01 41.882133686336495
1998-09-01 41.939168370866795
1998-10-01 41.942826763667796
1998-11-01 42.034077495864295
1998-12-01 42.075439148841205
1999-01-01 42.392423334687294
1999-02-01 42.389989094852000
1999-03-01 42.147055733667100
1999-04-01 42.272950388534400
1999-05-01 41.960370773415300
1999-06-01 41.896079061152400
1999-07-01 42.460605555206500
1999-08-01 42.017340800347206
1999-09-01 41.970392196740704
1999-10-01 42.363159936913600
1999-11-01 42.421959534380500
1999-12-01 42.526901412859200
2000-01-01 42.057102980621710
2000-02-01 42.458454793513700
2000-03-01 42.753596172126200
2000-04-01 42.370576475043100
2000-05-01 42.075627559014900
2000-06-01 42.503003371512100
2000-07-01 42.285665611279896
2000-08-01 42.644949700078200
2000-09-01 42.472625549948400
2000-10-01 42.554155598242600
2000-11-01 42.715155994732800
2000-12-01 42.795244134657295
2001-01-01 42.853198996548400
2001-02-01 42.939077562988295
2001-03-01 43.266054148937100
2001-04-01 43.284760962019700
2001-05-01 43.587130526907610
2001-06-01 43.814879347169800
2001-07-01 44.002207336426790
2001-08-01 44.055375416504000
2001-09-01 44.265193849097800
2001-10-01 44.219555903901394
2001-11-01 44.391593212971200
2001-12-01 44.268497006194400
2002-01-01 45.079595454423600
2002-02-01 45.357527801426900
2002-03-01 45.397697300347204
2002-04-01 45.295214823675790
2002-05-01 45.475181674012300
2002-06-01 45.534081054113294
2002-07-01 45.600759122861100
2002-08-01 45.672570354684600
2002-09-01 45.625654376635600
2002-10-01 45.776180853989710
2002-11-01 45.784764322447700
2002-12-01 45.681615009416895
2003-01-01 45.284517565233790
2003-02-01 45.170162691067600
2003-03-01 45.026574335715400
2003-04-01 44.976558768415300
2003-05-01 45.051300551772300
2003-06-01 44.942467902951500
2003-07-01 44.993435971359700
2003-08-01 44.991203701794205
2003-09-01 45.101047645785100
2003-10-01 45.040198602983700
2003-11-01 44.982374016790800
2003-12-01 45.142430020342296
2004-01-01 45.283042073720700
2004-02-01 45.395628979710910
2004-03-01 45.466973342560700
2004-04-01 45.741401829836210
2004-05-01 45.819753379015890
2004-06-01 45.842184571094400
2004-07-01 46.385609535170296
2004-08-01 46.520358223606200
2004-09-01 46.669216180393110
2004-10-01 47.004628727591495
2004-11-01 47.273184870094006
2004-12-01 47.479680249172894
2005-01-01 47.698962799191600
2005-02-01 47.922945995682106
2005-03-01 48.204969147603904
2005-04-01 48.609569245351200
2005-05-01 48.693118536279400
2005-06-01 48.721834832319400
2005-07-01 48.686639597902406
2005-08-01 48.837155277385600
2005-09-01 49.163713477576600
2005-10-01 49.283809556411896
2005-11-01 49.366443539128400
2005-12-01 49.318844337318296
2006-01-01 49.694619186270710
2006-02-01 49.952310713654210
2006-03-01 50.216589132273600
2006-04-01 49.794808990402500
2006-05-01 49.458900146037700
2006-06-01 49.700984817099300
2006-07-01 49.283571841427100
2006-08-01 49.552797204115290
2006-09-01 49.462002257231400
2006-10-01 49.500695206827295
2006-11-01 49.499089799961990
2006-12-01 49.474956337271900
2007-01-01 48.739143457946100
2007-02-01 48.832224230477600
2007-03-01 48.967742386466290
2007-04-01 49.198046893502100
2007-05-01 49.432630370551200
2007-06-01 49.694182297042104
2007-07-01 50.102846567234295
2007-08-01 50.469450708449600
2007-09-01 50.184347211406500
2007-10-01 49.925216843405100
2007-11-01 50.113714451850210
2007-12-01 50.199419209088500
2008-01-01 50.199892985210700
2008-02-01 50.317679364036210
2008-03-01 50.318285256782000
2008-04-01 50.205519984453900
2008-05-01 50.202885606503200
2008-06-01 50.217659187708100
2008-07-01 50.122156558285894
2008-08-01 50.097537694828794
2008-09-01 50.019660360934600
2008-10-01 50.150683566833000
2008-11-01 50.130247256493504
2008-12-01 50.314737050848400
2009-01-01 50.446231602408200
2009-02-01 50.356036141799300
2009-03-01 50.242303085127205
2009-04-01 50.406131336479900
2009-05-01 50.587532125509900
2009-06-01 50.971176927542200
2009-07-01 50.671086933382700
2009-08-01 50.743566252474096
2009-09-01 50.774582179117200
2009-10-01 50.654771777274110
2009-11-01 50.520278523319796
2009-12-01 50.502252433250290
2010-01-01 50.605434130221300
2010-02-01 50.476108145410500
2010-03-01 50.688329874033100
2010-04-01 50.595096583271290
2010-05-01 50.467449058090200
2010-06-01 50.738651940004500
2010-07-01 50.237950220996890
2010-08-01 49.998745919541705
2010-09-01 50.319820103614900
2010-10-01 50.150509657176900
2010-11-01 50.301462656023500
2010-12-01 50.181940328164200
2011-01-01 50.175900584189904
2011-02-01 50.191202552685300
2011-03-01 50.142989431921300
2011-04-01 50.076262202548000
2011-05-01 50.055694655765600
2011-06-01 50.100700346073396
2011-07-01 50.331353001812600
2011-08-01 50.151756033299600
2011-09-01 50.053584646407900
2011-10-01 50.331377865927900
2011-11-01 50.357274680587700
2011-12-01 50.338718369676800
2012-01-01 50.479933944088790
2012-02-01 50.727827323561300
2012-03-01 50.742382017913800
2012-04-01 50.253458091403600
2012-05-01 50.240927823474100
2012-06-01 50.262567257272900
2012-07-01 50.391642655923010
2012-08-01 50.585644764597400
2012-09-01 50.274390096677294
2012-10-01 50.898940947835400
2012-11-01 50.912612124335496
2012-12-01 51.092002090653600
2013-01-01 50.503447062318600
2013-02-01 51.199256276870000
2013-03-01 51.152304036372900
2013-04-01 51.734136564047496
2013-05-01 51.539644470491200
2013-06-01 51.510716660182800
2013-07-01 51.230181425564794
2013-08-01 51.186306773516210
2013-09-01 51.277543290499900
2013-10-01 51.064352249167800
2013-11-01 51.084936333944300
2013-12-01 51.064000131803205
2014-01-01 51.043134326823210
2014-02-01 50.801293642295400
2014-03-01 51.073641519965804
2014-04-01 50.531188951965200
2014-05-01 50.369091003952704
2014-06-01 50.121998447638700
2014-07-01 49.808322441863900
2014-08-01 49.742992163770296
2014-09-01 49.659382592882200
2014-10-01 49.652475426268900
2014-11-01 49.681978560234604
2014-12-01 49.668582518219700
2015-01-01 49.361938234100705
2015-02-01 49.836445892642004
2015-03-01 49.575537666418290
2015-04-01 49.839822108076106
2015-05-01 49.921173450938900
2015-06-01 49.719504096112600
2015-07-01 49.979077755181800
2015-08-01 50.091919294920500
2015-09-01 50.134337738331300
2015-10-01 50.343952081248396
2015-11-01 50.264986781602000
2015-12-01 50.267481576535204
2016-01-01 50.195758308289300
2016-02-01 50.258736339570206
2016-03-01 50.483823361297700
2016-04-01 50.852518413520000
2016-05-01 50.586272548325100
2016-06-01 50.720619012921400
2016-07-01 50.841175715317200
2016-08-01 50.734595765398500
2016-09-01 50.723535257238700
2016-10-01 50.643575131158100
2016-11-01 50.548809249811790
2016-12-01 50.573471830800900
2017-01-01 50.806584671212100
2017-02-01 50.762763512010900
2017-03-01 50.989330638350204
2017-04-01 50.787681455745400
2017-05-01 50.755989273811800
2017-06-01 51.025117716403706
2017-07-01 50.997869273511704
2017-08-01 51.085132145629000
2017-09-01 51.114271440354610
2017-10-01 51.143918665370705
2017-11-01 51.226756415517400
2017-12-01 51.380831741443610
2018-01-01 50.999365071144000
2018-02-01 50.942012554150000
2018-03-01 50.986226658368900
2018-04-01 51.024650176323100
2018-05-01 51.129605879888295
2018-06-01 51.128367497198200
2018-07-01 51.173621148332800
2018-08-01 51.453225068482500
2018-09-01 51.216772078592210
2018-10-01 51.055755610340796
2018-11-01 50.988214586965100
2018-12-01 50.991343014557400
2019-01-01 50.973779792461500
2019-02-01 51.123538459625500
2019-03-01 50.985008252494900
2019-04-01 51.162250615915100
2019-05-01 50.997445255133400
2019-06-01 50.951556073665800
2019-07-01 50.739356870548896
2019-08-01 50.827144941085210
2019-09-01 50.722024573424900
2019-10-01 50.763095146941500
2019-11-01 50.840068237409500
2019-12-01 51.113451967696000
2020-01-01 51.441197172230396
2020-02-01 51.399502329999900
2020-03-01 51.287037832847300
2020-04-01 44.581676327505896
2020-05-01 45.044236171612500
2020-06-01 47.462752311153500
2020-07-01 47.786942942490900
2020-08-01 48.007073594882200
2020-09-01 48.739440869950400
2020-10-01 48.564348689107400
2020-11-01 48.607629327913706
2020-12-01 48.650105020117500
2021-01-01 48.688720329261500
2021-02-01 48.794671152751505
2021-03-01 48.991221895485495
2021-04-01 48.836969502127600
2021-05-01 48.512033305639000
2021-06-01 48.497039756825800
2021-07-01 48.242889656915295
2021-08-01 48.099617727034210
2021-09-01 47.939630499833000
2021-10-01 47.835558193918104
2021-11-01 47.976674353143300
2021-12-01 47.773569771264110
2022-01-01 47.658534307861610
2022-02-01 47.407487163497800
2022-03-01 47.690601606841710
2022-04-01 47.881695033718200
2022-05-01 47.862952572077800
2022-06-01 47.997077732704400
2022-07-01 48.412923834606890
2022-08-01 48.598614605117206
2022-09-01 48.930940265227605
2022-10-01 48.591986791297394
2022-11-01 48.436456831722100
2022-12-01 48.761976095628210
2023-01-01 49.358228000607900
2023-02-01 49.535624757088100
2023-03-01 49.609982968176794
2023-04-01 49.632093865820600
2023-05-01 49.910311575503500
2023-06-01 50.514429725855600
2023-07-01 50.095410894188100
2023-08-01 49.993014109597100
2023-09-01 50.104817693657600
2023-10-01 50.441156267410705
2023-11-01 50.597915544980005
2023-12-01 50.745457024403294
2024-01-01 50.762958846730390
2024-02-01 50.854336494883390
2024-03-01 51.033798105249005
2024-04-01 51.168493276271300
2024-05-01 51.434908249911295
2024-06-01 51.811842811728404
2024-07-01 52.099173258232000
2024-08-01 52.396068847205704
2024-09-01 52.683623488481295
2024-10-01 52.891969018966800

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