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 2024-11-01
Last Updated 2024-12-21 5:08 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 36.619094342103500
1990-02-01 36.679419029461300
1990-03-01 36.777778400490300
1990-04-01 36.847490262367394
1990-05-01 36.980710566165290
1990-06-01 37.011541780454800
1990-07-01 36.939274629924100
1990-08-01 37.130695257289400
1990-09-01 37.305854664654100
1990-10-01 36.267188138638296
1990-11-01 36.685918300303100
1990-12-01 36.749143759913700
1991-01-01 36.838156403117000
1991-02-01 36.793282971940100
1991-03-01 36.898652877298300
1991-04-01 36.638020530935705
1991-05-01 36.667043852654900
1991-06-01 36.791709678476700
1991-07-01 36.914875981682800
1991-08-01 37.016874573765800
1991-09-01 37.206939716389996
1991-10-01 37.161887233031390
1991-11-01 37.186106222049105
1991-12-01 37.452481405208800
1992-01-01 37.180641620837000
1992-02-01 37.222027924478900
1992-03-01 37.223245799110100
1992-04-01 37.230269278319895
1992-05-01 37.155425770731400
1992-06-01 37.146160897183500
1992-07-01 37.274957676103000
1992-08-01 37.285039102293100
1992-09-01 37.305299174796794
1992-10-01 37.553711490985400
1992-11-01 37.507632884785400
1992-12-01 37.677306967676600
1993-01-01 38.257153617853700
1993-02-01 38.367542934862400
1993-03-01 38.445596106599204
1993-04-01 38.932191697626100
1993-05-01 39.138976358087604
1993-06-01 39.490575669250795
1993-07-01 38.822060953200200
1993-08-01 38.936830439040200
1993-09-01 39.397836165662900
1993-10-01 39.739605193461300
1993-11-01 39.920700463550000
1993-12-01 39.883500880116294
1994-01-01 40.058550308793100
1994-02-01 40.025173980314605
1994-03-01 40.065062729789794
1994-04-01 40.234773005422000
1994-05-01 40.299302285404700
1994-06-01 40.422807390189206
1994-07-01 40.576920508572705
1994-08-01 40.376738354413900
1994-09-01 40.386440525133600
1994-10-01 40.258744062466796
1994-11-01 40.357825501958200
1994-12-01 40.797630107709500
1995-01-01 40.141509361062000
1995-02-01 40.486126942489600
1995-03-01 40.566285432914206
1995-04-01 40.522401061576794
1995-05-01 40.442314689102700
1995-06-01 40.762675619920700
1995-07-01 40.544498661220500
1995-08-01 40.741004500741404
1995-09-01 40.778480988337200
1995-10-01 40.808335922435900
1995-11-01 40.691652541106400
1995-12-01 40.699717420318100
1996-01-01 40.693490194055000
1996-02-01 40.925842792334600
1996-03-01 41.059187275883204
1996-04-01 40.792958728157500
1996-05-01 40.999138975719900
1996-06-01 41.022927952289000
1996-07-01 41.248266708477900
1996-08-01 41.335114379400295
1996-09-01 41.278373051365000
1996-10-01 41.358794526465800
1996-11-01 41.416388546852495
1996-12-01 41.467381053690500
1997-01-01 41.321957489498104
1997-02-01 41.335151535413000
1997-03-01 41.449523599288200
1997-04-01 41.447860852709105
1997-05-01 41.771679567046796
1997-06-01 41.801151257691200
1997-07-01 42.076332405126600
1997-08-01 42.251162208413795
1997-09-01 42.405850058428605
1997-10-01 41.905327312554500
1997-11-01 42.128719645319000
1997-12-01 42.119088906601206
1998-01-01 42.119537965784396
1998-02-01 42.017725112634295
1998-03-01 42.249676766969500
1998-04-01 42.502840294492800
1998-05-01 42.558122442309300
1998-06-01 42.396816882480500
1998-07-01 42.119283242604300
1998-08-01 41.882133614572700
1998-09-01 41.939168706294900
1998-10-01 41.942826559756100
1998-11-01 42.034077611918995
1998-12-01 42.075439266873495
1999-01-01 42.392423499432894
1999-02-01 42.389989122934800
1999-03-01 42.147055712044400
1999-04-01 42.272950244002296
1999-05-01 41.960370617853705
1999-06-01 41.896079040031000
1999-07-01 42.460605546207205
1999-08-01 42.017340800604400
1999-09-01 41.970392441521400
1999-10-01 42.363159772688206
1999-11-01 42.421959555993100
1999-12-01 42.526901433189900
2000-01-01 42.057103072150795
2000-02-01 42.458454789917700
2000-03-01 42.753596153695700
2000-04-01 42.370576455603110
2000-05-01 42.075627440558100
2000-06-01 42.503003367944100
2000-07-01 42.285665621374505
2000-08-01 42.644949713258210
2000-09-01 42.472625686517404
2000-10-01 42.554155510472796
2000-11-01 42.715155992625000
2000-12-01 42.795244128314900
2001-01-01 42.853199052108394
2001-02-01 42.939077558557000
2001-03-01 43.266054147064600
2001-04-01 43.284760966774500
2001-05-01 43.587130439807794
2001-06-01 43.814879351067894
2001-07-01 44.002207347804394
2001-08-01 44.055375430006706
2001-09-01 44.265193870973100
2001-10-01 44.219555906692000
2001-11-01 44.391593207645500
2001-12-01 44.268496997616790
2002-01-01 45.079595489206000
2002-02-01 45.357527802421295
2002-03-01 45.397697297827400
2002-04-01 45.295214823776400
2002-05-01 45.475181625282710
2002-06-01 45.534081053828100
2002-07-01 45.600759125995594
2002-08-01 45.672570360825006
2002-09-01 45.625654388420600
2002-10-01 45.776180857206796
2002-11-01 45.784764323204200
2002-12-01 45.681615008878296
2003-01-01 45.284517578728110
2003-02-01 45.170162692835596
2003-03-01 45.026574334581600
2003-04-01 44.976558767466706
2003-05-01 45.051300526758205
2003-06-01 44.942467902797006
2003-07-01 44.993435972291400
2003-08-01 44.991203705252890
2003-09-01 45.101047649682400
2003-10-01 45.040198606222496
2003-11-01 44.982374018444396
2003-12-01 45.142430020344600
2004-01-01 45.283042079590500
2004-02-01 45.395628979740400
2004-03-01 45.466973340862890
2004-04-01 45.741401826422600
2004-05-01 45.819753375072400
2004-06-01 45.842184568740905
2004-07-01 46.385609534721700
2004-08-01 46.520358225127104
2004-09-01 46.669216182361495
2004-10-01 47.004628728801300
2004-11-01 47.273184870633294
2004-12-01 47.479680248900700
2005-01-01 47.698962801790710
2005-02-01 47.922945995284300
2005-03-01 48.204969146872610
2005-04-01 48.609569244282000
2005-05-01 48.693118535052800
2005-06-01 48.721834831787600
2005-07-01 48.686639597725204
2005-08-01 48.837155277798610
2005-09-01 49.163713478047400
2005-10-01 49.283809556786096
2005-11-01 49.366443539451296
2005-12-01 49.318844337559100
2006-01-01 49.694619186645600
2006-02-01 49.952310713739200
2006-03-01 50.216589131970300
2006-04-01 49.794808989780705
2006-05-01 49.458900145036200
2006-06-01 49.700984816567300
2006-07-01 49.283571841429210
2006-08-01 49.552797204957900
2006-09-01 49.462002258645704
2006-10-01 49.500695208592300
2006-11-01 49.499089801227800
2006-12-01 49.474956337420300
2007-01-01 48.739143456860800
2007-02-01 48.832224227119106
2007-03-01 48.967742380433290
2007-04-01 49.198046887201100
2007-05-01 49.432630367139300
2007-06-01 49.694182301161300
2007-07-01 50.102846580144700
2007-08-01 50.469450731083604
2007-09-01 50.184347229684000
2007-10-01 49.925216843141900
2007-11-01 50.113714429584896
2007-12-01 50.199419173303300
2008-01-01 50.199892956081800
2008-02-01 50.317679355470500
2008-03-01 50.318285268252900
2008-04-01 50.205520002101710
2008-05-01 50.202885621481900
2008-06-01 50.217659207450296
2008-07-01 50.122156586768895
2008-08-01 50.097537746665710
2008-09-01 50.019660427198104
2008-10-01 50.150683530164390
2008-11-01 50.130247130995100
2008-12-01 50.314736881028500
2009-01-01 50.446231489963000
2009-02-01 50.356036137468300
2009-03-01 50.242303249097795
2009-04-01 50.406131566073290
2009-05-01 50.587532342178110
2009-06-01 50.971177101243110
2009-07-01 50.671086990445990
2009-08-01 50.743566129953500
2009-09-01 50.774581915892200
2009-10-01 50.654771225772200
2009-11-01 50.520278042904800
2009-12-01 50.502251557099000
2010-01-01 50.605434697787196
2010-02-01 50.476109065973600
2010-03-01 50.688330779132606
2010-04-01 50.595097618241400
2010-05-01 50.467449312605890
2010-06-01 50.738652048550300
2010-07-01 50.237949490003610
2010-08-01 49.998745306757300
2010-09-01 50.319818905963790
2010-10-01 50.150507681262106
2010-11-01 50.301461263573710
2010-12-01 50.181939094117794
2011-01-01 50.175902918902500
2011-02-01 50.191205655982706
2011-03-01 50.142993108753500
2011-04-01 50.076263850023900
2011-05-01 50.055694142945100
2011-06-01 50.100699715486606
2011-07-01 50.331351250376500
2011-08-01 50.151754109057210
2011-09-01 50.053581515085895
2011-10-01 50.331374461762510
2011-11-01 50.357271605131210
2011-12-01 50.338713560284795
2012-01-01 50.479937017493400
2012-02-01 50.727848438372200
2012-03-01 50.742381951131600
2012-04-01 50.253456515933294
2012-05-01 50.240925801361200
2012-06-01 50.262564635430294
2012-07-01 50.391641880228704
2012-08-01 50.585646041163500
2012-09-01 50.274388953870600
2012-10-01 50.898935629222900
2012-11-01 50.912602378014500
2012-12-01 51.091987562613404
2013-01-01 50.503446143585300
2013-02-01 51.199295425955704
2013-03-01 51.152303523785400
2013-04-01 51.734133491198210
2013-05-01 51.539644363321400
2013-06-01 51.510714631974295
2013-07-01 51.230184272560210
2013-08-01 51.186315374592300
2013-09-01 51.277547355143300
2013-10-01 51.064342075044610
2013-11-01 51.084908762710505
2013-12-01 51.063960905559100
2014-01-01 51.043118956764400
2014-02-01 50.801353229671790
2014-03-01 51.073660191303900
2014-04-01 50.531219551930200
2014-05-01 50.369123189240000
2014-06-01 50.122010915072600
2014-07-01 49.808311167092110
2014-08-01 49.742948207767704
2014-09-01 49.659299579794290
2014-10-01 49.652409232375895
2014-11-01 49.681988407286600
2014-12-01 49.668449640563200
2015-01-01 49.362088575615000
2015-02-01 49.836639344226000
2015-03-01 49.575622744232206
2015-04-01 49.839864597179606
2015-05-01 49.921211553669610
2015-06-01 49.719516548947200
2015-07-01 49.979010277458706
2015-08-01 50.091629550953506
2015-09-01 50.134031241345900
2015-10-01 50.343715795358200
2015-11-01 50.265060793119600
2015-12-01 50.267446104203394
2016-01-01 50.196350743856110
2016-02-01 50.259266519752906
2016-03-01 50.484010702027100
2016-04-01 50.852474406727400
2016-05-01 50.586210838211900
2016-06-01 50.720633657137300
2016-07-01 50.840940134882600
2016-08-01 50.733828568039900
2016-09-01 50.722966986104100
2016-10-01 50.643079730166600
2016-11-01 50.548466231178395
2016-12-01 50.572562721738390
2017-01-01 50.811276551104100
2017-02-01 50.762631252148890
2017-03-01 50.989152508886605
2017-04-01 50.787255226418196
2017-05-01 50.755869396689500
2017-06-01 51.024952567466094
2017-07-01 50.997356759141900
2017-08-01 51.083881418243400
2017-09-01 51.113203505204204
2017-10-01 51.143121342370904
2017-11-01 51.226065417930400
2017-12-01 51.379460209369000
2018-01-01 51.008424212789706
2018-02-01 50.941370816409900
2018-03-01 50.985476990371200
2018-04-01 51.023729250723000
2018-05-01 51.129298552369100
2018-06-01 51.127923273008100
2018-07-01 51.172705791627210
2018-08-01 51.451483098554500
2018-09-01 51.215107134775295
2018-10-01 51.054637093964300
2018-11-01 50.987335004172000
2018-12-01 50.989870235943900
2019-01-01 50.987580341076200
2019-02-01 51.121845269707300
2019-03-01 50.983822307849294
2019-04-01 51.160793284208600
2019-05-01 50.996795355048000
2019-06-01 50.950600748361500
2019-07-01 50.737964037684400
2019-08-01 50.825171891190200
2019-09-01 50.719211796099610
2019-10-01 50.761874240552800
2019-11-01 50.839062447610000
2019-12-01 51.113967067048100
2020-01-01 51.458717982153800
2020-02-01 51.396926836520300
2020-03-01 51.285385729488300
2020-04-01 44.579527050907600
2020-05-01 45.042744210952705
2020-06-01 47.460817511725000
2020-07-01 47.784910209346200
2020-08-01 48.005188106147610
2020-09-01 48.736276278981400
2020-10-01 48.563693582013210
2020-11-01 48.607069961903704
2020-12-01 48.652707687518500
2021-01-01 48.708765951198200
2021-02-01 48.791349991340700
2021-03-01 48.989222489150000
2021-04-01 48.832999880231895
2021-05-01 48.508435901687200
2021-06-01 48.493258970227600
2021-07-01 48.239880259118610
2021-08-01 48.097488805819800
2021-09-01 47.935156447056510
2021-10-01 47.840048215384400
2021-11-01 47.976520787622100
2021-12-01 47.778859430842710
2022-01-01 47.678308945140600
2022-02-01 47.405252812021295
2022-03-01 47.688163705155600
2022-04-01 47.875512293716600
2022-05-01 47.856164680377700
2022-06-01 47.990485891996094
2022-07-01 48.408482374138295
2022-08-01 48.596075713763600
2022-09-01 48.926236868311900
2022-10-01 48.602604950004100
2022-11-01 48.439970386064610
2022-12-01 48.769105487515496
2023-01-01 49.376944254180600
2023-02-01 49.534528961900300
2023-03-01 49.607079537061004
2023-04-01 49.623176919921290
2023-05-01 49.899504029139100
2023-06-01 50.504411921961200
2023-07-01 50.089311813502000
2023-08-01 49.989697439413900
2023-09-01 50.099309096259900
2023-10-01 50.459456101966200
2023-11-01 50.606590581755200
2023-12-01 50.754016628426100
2024-01-01 50.780252260524705
2024-02-01 50.854368119299900
2024-03-01 51.029990155320900
2024-04-01 51.156701889318000
2024-05-01 51.420406089896005
2024-06-01 51.798768336179900
2024-07-01 52.091432054151404
2024-08-01 52.392129287022900
2024-09-01 52.678784807617205
2024-10-01 52.816309119000906
2024-11-01 52.881085747530406

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