Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Dayton, OH (MSA)
Series ID DAYT339EDUH
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 2024-09-01
Last Updated 2024-10-23 6:12 AM 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 47.052542644629300
1990-02-01 46.966580751732210
1990-03-01 47.117709451579900
1990-04-01 46.639200160349000
1990-05-01 46.286857141035400
1990-06-01 46.740294283570900
1990-07-01 46.849218093582400
1990-08-01 46.914231626919700
1990-09-01 47.160843445030600
1990-10-01 47.393915665704500
1990-11-01 47.540883594741710
1990-12-01 47.490621811249596
1991-01-01 47.765433976347200
1991-02-01 47.874932659197796
1991-03-01 48.011697109620800
1991-04-01 48.249789400088500
1991-05-01 48.288085605279290
1991-06-01 48.593863244315610
1991-07-01 48.559314350204000
1991-08-01 48.827704237862500
1991-09-01 48.854374961553600
1991-10-01 48.669404767436000
1991-11-01 48.903786320717600
1991-12-01 49.223834127082500
1992-01-01 49.505733772784100
1992-02-01 49.590445584357795
1992-03-01 49.816890791543294
1992-04-01 49.975600133061400
1992-05-01 50.172179866759210
1992-06-01 50.186870739012390
1992-07-01 50.561431690945504
1992-08-01 50.414182152432500
1992-09-01 50.358198530009396
1992-10-01 50.824263939714406
1992-11-01 50.825259484347000
1992-12-01 50.947374586099500
1993-01-01 50.969945757487200
1993-02-01 51.203750566906500
1993-03-01 51.334097714289896
1993-04-01 51.308990552190000
1993-05-01 50.963225262902200
1993-06-01 51.672353104579294
1993-07-01 51.791893675931700
1993-08-01 51.860310477465300
1993-09-01 51.933698846748400
1993-10-01 52.014111477899704
1993-11-01 52.538650900511100
1993-12-01 52.052520987186500
1994-01-01 51.934976515325005
1994-02-01 51.961603044975796
1994-03-01 51.878087584875004
1994-04-01 51.996493252259505
1994-05-01 52.156879054141505
1994-06-01 52.141193061366900
1994-07-01 52.318137611547300
1994-08-01 52.518642547461700
1994-09-01 52.513321978204700
1994-10-01 52.682711265303105
1994-11-01 52.965847443175110
1994-12-01 52.955079852092894
1995-01-01 53.514218502955400
1995-02-01 53.648744149074794
1995-03-01 53.718360261900390
1995-04-01 53.642136704715300
1995-05-01 53.789176485250700
1995-06-01 53.901162519059300
1995-07-01 53.879654287891704
1995-08-01 54.295069557229990
1995-09-01 54.182590256486100
1995-10-01 53.934247783610296
1995-11-01 53.999396587444295
1995-12-01 54.207308797804700
1996-01-01 54.314752046476606
1996-02-01 53.254088313021796
1996-03-01 54.279870030372400
1996-04-01 55.036189441588604
1996-05-01 55.124356386667200
1996-06-01 55.260518717084295
1996-07-01 55.291356364792300
1996-08-01 55.087844064165790
1996-09-01 55.329653654723900
1996-10-01 55.565220808694600
1996-11-01 55.519426078643400
1996-12-01 55.600991723110200
1997-01-01 55.420502995790900
1997-02-01 55.462874766501600
1997-03-01 55.591061431082100
1997-04-01 55.755018634430800
1997-05-01 55.853515503774100
1997-06-01 56.015665486465800
1997-07-01 56.313870678608210
1997-08-01 56.787336876607600
1997-09-01 56.902585833778890
1997-10-01 57.179972535435300
1997-11-01 57.269423098751710
1997-12-01 57.295525712760100
1998-01-01 56.628309613868500
1998-02-01 56.626641920010606
1998-03-01 56.637565066052300
1998-04-01 56.842480124845200
1998-05-01 56.968596957046200
1998-06-01 57.408032364250100
1998-07-01 56.281882153580796
1998-08-01 57.053125616194290
1998-09-01 56.868173017395290
1998-10-01 56.981574151772300
1998-11-01 56.997085419740900
1998-12-01 56.935107105023896
1999-01-01 56.613987450185796
1999-02-01 56.645602779265700
1999-03-01 56.680012794590795
1999-04-01 56.391478987452494
1999-05-01 56.568003545072400
1999-06-01 56.649411512564000
1999-07-01 56.694260934803296
1999-08-01 56.852373709138000
1999-09-01 56.380727922260505
1999-10-01 56.242282986135210
1999-11-01 56.400189136665710
1999-12-01 56.472602761176900
2000-01-01 57.223297772803896
2000-02-01 57.346798235766400
2000-03-01 57.375475082798005
2000-04-01 56.688499482315800
2000-05-01 57.723577994420204
2000-06-01 58.118664594819900
2000-07-01 58.368040334580790
2000-08-01 58.839306234410710
2000-09-01 57.614363748509795
2000-10-01 57.324864617606400
2000-11-01 57.459295599072505
2000-12-01 57.749701059237395
2001-01-01 58.016741186343296
2001-02-01 58.255376892453700
2001-03-01 58.162617124808705
2001-04-01 58.793889493450300
2001-05-01 58.711255441420796
2001-06-01 58.412851044491700
2001-07-01 57.900554118501795
2001-08-01 58.216781329706000
2001-09-01 58.414264104070900
2001-10-01 59.043531167281200
2001-11-01 59.283881349354104
2001-12-01 59.333171852141106
2002-01-01 59.470606569065700
2002-02-01 59.594532950726204
2002-03-01 59.809489323423500
2002-04-01 59.618301509584796
2002-05-01 59.657222653522204
2002-06-01 59.869277155751300
2002-07-01 59.848003632278100
2002-08-01 60.254328451284900
2002-09-01 60.741607450530100
2002-10-01 60.958006843944595
2002-11-01 61.054083895916996
2002-12-01 61.271453199665295
2003-01-01 60.467733955716200
2003-02-01 60.438019503775800
2003-03-01 60.759897805010990
2003-04-01 60.696606878909996
2003-05-01 59.945609598926495
2003-06-01 60.715060146309100
2003-07-01 60.915684675864700
2003-08-01 61.015948245621500
2003-09-01 61.401668665037700
2003-10-01 61.526828378911500
2003-11-01 61.588067005891894
2003-12-01 61.493486744759394
2004-01-01 61.520385324801000
2004-02-01 61.565987809084795
2004-03-01 61.382395405496204
2004-04-01 61.813204331221800
2004-05-01 60.901862394721700
2004-06-01 62.060909558553110
2004-07-01 62.201925339013800
2004-08-01 62.462656471191500
2004-09-01 61.018921063689604
2004-10-01 61.651014164017894
2004-11-01 61.354481626522706
2004-12-01 61.744208208387210
2005-01-01 62.468224379828904
2005-02-01 62.492659577739400
2005-03-01 62.780319708038600
2005-04-01 62.976608186937000
2005-05-01 63.090271204687994
2005-06-01 63.143791559491400
2005-07-01 63.322532570268400
2005-08-01 63.327261810756596
2005-09-01 63.577793269153300
2005-10-01 63.404689200490296
2005-11-01 63.566147756240400
2005-12-01 63.766483926718210
2006-01-01 63.724511496437800
2006-02-01 63.884421912823110
2006-03-01 64.079042752150500
2006-04-01 64.006061332509300
2006-05-01 64.271943834256100
2006-06-01 63.868590873989895
2006-07-01 63.495364855909390
2006-08-01 63.808352829427390
2006-09-01 64.104291114657500
2006-10-01 64.265738890280200
2006-11-01 64.498199353043000
2006-12-01 64.435707392238000
2007-01-01 64.516240790402210
2007-02-01 64.573879172427800
2007-03-01 64.775310477930500
2007-04-01 64.985798441582900
2007-05-01 65.352691667394400
2007-06-01 65.829020640584500
2007-07-01 65.610659813482400
2007-08-01 66.026434755404400
2007-09-01 65.915531246679300
2007-10-01 66.186778208227000
2007-11-01 66.240058068787900
2007-12-01 66.505950638993210
2008-01-01 66.814066399234290
2008-02-01 66.830145286440600
2008-03-01 66.759385497681890
2008-04-01 67.004302331337900
2008-05-01 67.168735539212890
2008-06-01 67.375584331276290
2008-07-01 67.481222163843800
2008-08-01 67.742664861052100
2008-09-01 67.644393747952390
2008-10-01 67.500963525874000
2008-11-01 67.599847852535900
2008-12-01 67.746373840093600
2009-01-01 67.561260342053100
2009-02-01 67.818054041548500
2009-03-01 67.817741852183700
2009-04-01 67.472140115895900
2009-05-01 67.516070452861500
2009-06-01 67.575950246408800
2009-07-01 67.761449678354910
2009-08-01 67.550406741997010
2009-09-01 67.900408642475500
2009-10-01 67.835150545272500
2009-11-01 67.811136518927710
2009-12-01 67.761003385241210
2010-01-01 67.909774824425000
2010-02-01 67.761340036016390
2010-03-01 67.838806778123400
2010-04-01 67.743734938206200
2010-05-01 67.520907459929200
2010-06-01 67.230961493869000
2010-07-01 67.508273423364900
2010-08-01 67.194309879939900
2010-09-01 67.806147098137900
2010-10-01 68.206224598921790
2010-11-01 68.276672371073200
2010-12-01 68.366681988088000
2011-01-01 68.533697636100900
2011-02-01 68.642322521202700
2011-03-01 68.729516783695600
2011-04-01 69.414941830284600
2011-05-01 68.974296788487210
2011-06-01 68.267550553719100
2011-07-01 67.821849706808100
2011-08-01 67.690553487974900
2011-09-01 69.187777923721000
2011-10-01 69.122240487200000
2011-11-01 68.921225349501600
2011-12-01 69.266282940259000
2012-01-01 69.467198627418900
2012-02-01 69.687194384999500
2012-03-01 69.499831483446200
2012-04-01 69.414194561957900
2012-05-01 69.151486973280200
2012-06-01 69.986026432355500
2012-07-01 69.125849540943290
2012-08-01 69.012575767550600
2012-09-01 68.768349881598500
2012-10-01 68.585576309543500
2012-11-01 68.656038405292300
2012-12-01 68.552578702013590
2013-01-01 68.394563548294100
2013-02-01 68.592286547822900
2013-03-01 68.678509379840600
2013-04-01 68.889067744344600
2013-05-01 69.117195348549500
2013-06-01 69.490237336403400
2013-07-01 69.390029968861900
2013-08-01 69.436621239676710
2013-09-01 68.821368789477200
2013-10-01 69.218851567629900
2013-11-01 69.290785372943200
2013-12-01 69.009658305203900
2014-01-01 69.043440976874700
2014-02-01 69.065985152569800
2014-03-01 69.284776995404610
2014-04-01 69.580165294014790
2014-05-01 69.612881459496400
2014-06-01 69.805116993964300
2014-07-01 69.784057876939300
2014-08-01 69.920784922938100
2014-09-01 70.053954032741390
2014-10-01 70.217022541036400
2014-11-01 69.981905743263400
2014-12-01 70.548214225504900
2015-01-01 70.609059788036700
2015-02-01 70.548013222434590
2015-03-01 70.630396325688410
2015-04-01 70.702144651656300
2015-05-01 70.885261379173700
2015-06-01 71.014442479395200
2015-07-01 71.131636753665700
2015-08-01 71.410806594082200
2015-09-01 71.360249254622700
2015-10-01 71.714475070780800
2015-11-01 72.173015646690200
2015-12-01 72.321978648396600
2016-01-01 72.223245064325710
2016-02-01 72.527474604267910
2016-03-01 72.713096565797500
2016-04-01 72.680720579103100
2016-05-01 72.800404827260100
2016-06-01 72.779558709093410
2016-07-01 73.135658603493410
2016-08-01 73.072957225708200
2016-09-01 73.125547898755200
2016-10-01 72.983492316102200
2016-11-01 72.930464346020200
2016-12-01 72.829862781857000
2017-01-01 73.168946436994400
2017-02-01 73.284659993618900
2017-03-01 73.322289374367090
2017-04-01 73.416227217608300
2017-05-01 73.721969246927600
2017-06-01 73.804838552041500
2017-07-01 73.909199661444400
2017-08-01 73.847488944384900
2017-09-01 74.124165494017200
2017-10-01 74.009737765874590
2017-11-01 74.049656859320100
2017-12-01 74.104945105175700
2018-01-01 74.119400721755910
2018-02-01 74.241509716958900
2018-03-01 74.251172826401910
2018-04-01 74.102089214289590
2018-05-01 73.812210737413790
2018-06-01 73.599077146644500
2018-07-01 73.827071813561000
2018-08-01 73.906487219207900
2018-09-01 73.868244828627300
2018-10-01 73.872679391169000
2018-11-01 73.922675834171300
2018-12-01 74.141045898174300
2019-01-01 74.383838770317200
2019-02-01 74.238054455814400
2019-03-01 74.543737682807400
2019-04-01 74.812067868725210
2019-05-01 75.120504456700300
2019-06-01 75.057578091794000
2019-07-01 74.970060869283300
2019-08-01 75.063255789585910
2019-09-01 74.943902915004000
2019-10-01 75.014018713213200
2019-11-01 74.895880716374700
2019-12-01 75.043072844440000
2020-01-01 75.348072251621090
2020-02-01 75.634231119583300
2020-03-01 75.406119762694090
2020-04-01 64.244123828497300
2020-05-01 66.437676229022100
2020-06-01 70.112658508484300
2020-07-01 69.739499417397500
2020-08-01 70.281902188126890
2020-09-01 71.090741863588000
2020-10-01 72.103738786600400
2020-11-01 72.181223628838710
2020-12-01 72.304147893391800
2021-01-01 71.259531679194910
2021-02-01 70.877162623102800
2021-03-01 71.251324050246810
2021-04-01 71.278171297168600
2021-05-01 71.315932275981600
2021-06-01 71.423323389244000
2021-07-01 71.185056554299590
2021-08-01 71.037497572938990
2021-09-01 70.778780501864200
2021-10-01 70.709516779269200
2021-11-01 70.781327510858090
2021-12-01 70.784571875900100
2022-01-01 70.699053462733790
2022-02-01 70.798705245411300
2022-03-01 71.267392596116300
2022-04-01 71.408503053968900
2022-05-01 71.426612119288500
2022-06-01 71.528997917270590
2022-07-01 71.883185159572100
2022-08-01 71.904049402795900
2022-09-01 72.030828168697500
2022-10-01 72.080646533209800
2022-11-01 72.177585584171410
2022-12-01 72.557275923645100
2023-01-01 73.318045227134700
2023-02-01 73.601576412940200
2023-03-01 73.827734902304200
2023-04-01 73.859231474612200
2023-05-01 73.994381183657800
2023-06-01 73.943311405154290
2023-07-01 73.937697163983200
2023-08-01 74.381470207486590
2023-09-01 74.684635962119200
2023-10-01 74.832220579372600
2023-11-01 74.945247690716410
2023-12-01 74.889662732012000
2024-01-01 74.764784789108290
2024-02-01 74.894830742174500
2024-03-01 74.803795467861590
2024-04-01 75.100517272488800
2024-05-01 75.357503590583400
2024-06-01 75.971523882735910
2024-07-01 76.179793749595790
2024-08-01 76.080456353153100
2024-09-01 76.068856373982500

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