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 2024-10-01
Last Updated 2024-11-20 6:28 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 47.052542675831795
1990-02-01 46.966580796775105
1990-03-01 47.117709528822004
1990-04-01 46.639200225876800
1990-05-01 46.286857142702600
1990-06-01 46.740294335366200
1990-07-01 46.849218013184700
1990-08-01 46.914231647873294
1990-09-01 47.160843229303396
1990-10-01 47.393915488669800
1990-11-01 47.540883587432400
1990-12-01 47.490621983165290
1991-01-01 47.765434016912790
1991-02-01 47.874932712833605
1991-03-01 48.011697191977795
1991-04-01 48.249789488296390
1991-05-01 48.288085607799800
1991-06-01 48.593863330609100
1991-07-01 48.559314247858710
1991-08-01 48.827704268189110
1991-09-01 48.854374626378400
1991-10-01 48.669404566634796
1991-11-01 48.903786274277710
1991-12-01 49.223834263887900
1992-01-01 49.505733891463900
1992-02-01 49.590445752784100
1992-03-01 49.816890973335700
1992-04-01 49.975600292139795
1992-05-01 50.172179869984504
1992-06-01 50.186870828943500
1992-07-01 50.561431517465294
1992-08-01 50.414182126197100
1992-09-01 50.358197970478900
1992-10-01 50.824263617011700
1992-11-01 50.825259252183600
1992-12-01 50.947374769780595
1993-01-01 50.969946028146600
1993-02-01 51.203751046055400
1993-03-01 51.334098199915400
1993-04-01 51.308990866131495
1993-05-01 50.963225224727495
1993-06-01 51.672353130646600
1993-07-01 51.791893545402200
1993-08-01 51.860309996845295
1993-09-01 51.933698054154700
1993-10-01 52.014110888808900
1993-11-01 52.538650356425600
1993-12-01 52.052520901472210
1994-01-01 51.934976291619996
1994-02-01 51.961605809533204
1994-03-01 51.878088818444400
1994-04-01 51.996493143697100
1994-05-01 52.156878748532200
1994-06-01 52.141192809879705
1994-07-01 52.318137261032000
1994-08-01 52.518641440858900
1994-09-01 52.513320984224606
1994-10-01 52.682710449022600
1994-11-01 52.965846615594500
1994-12-01 52.955079575113200
1995-01-01 53.514217874622900
1995-02-01 53.648749551056500
1995-03-01 53.718362489034500
1995-04-01 53.642136208842200
1995-05-01 53.789175746793400
1995-06-01 53.901161682501204
1995-07-01 53.879653447788400
1995-08-01 54.295067635982200
1995-09-01 54.182589069170895
1995-10-01 53.934246950231400
1995-11-01 53.999395730138000
1995-12-01 54.207308292305300
1996-01-01 54.314750621360105
1996-02-01 53.254097389669300
1996-03-01 54.279872797303000
1996-04-01 55.036188575588795
1996-05-01 55.124355699940200
1996-06-01 55.260515646132710
1996-07-01 55.291353558118400
1996-08-01 55.087842215750705
1996-09-01 55.329652691466290
1996-10-01 55.565220380410200
1996-11-01 55.519425846139896
1996-12-01 55.600992177729900
1997-01-01 55.420502475785600
1997-02-01 55.462884229726896
1997-03-01 55.591064126919300
1997-04-01 55.755018411804600
1997-05-01 55.853514824687790
1997-06-01 56.015660032877400
1997-07-01 56.313866439482100
1997-08-01 56.787332446604990
1997-09-01 56.902586132787400
1997-10-01 57.179973819486705
1997-11-01 57.269424836562610
1997-12-01 57.295526504102895
1998-01-01 56.628310561213800
1998-02-01 56.626651666105204
1998-03-01 56.637567335345200
1998-04-01 56.842479014422295
1998-05-01 56.968596656210700
1998-06-01 57.408024576502400
1998-07-01 56.281875496763500
1998-08-01 57.053115593232796
1998-09-01 56.868179534575700
1998-10-01 56.981576032209900
1998-11-01 56.997090445504700
1998-12-01 56.935108822656794
1999-01-01 56.613990752111505
1999-02-01 56.645609251339800
1999-03-01 56.680014651894105
1999-04-01 56.391476167754405
1999-05-01 56.568001980544900
1999-06-01 56.649404115299600
1999-07-01 56.694255681800605
1999-08-01 56.852356772004300
1999-09-01 56.380740045570300
1999-10-01 56.242285351103500
1999-11-01 56.400196839145400
1999-12-01 56.472604161152105
2000-01-01 57.223301839844105
2000-02-01 57.346802525406300
2000-03-01 57.375476091864606
2000-04-01 56.688494516823205
2000-05-01 57.723576032770700
2000-06-01 58.118658173390400
2000-07-01 58.368037265238800
2000-08-01 58.839287633439795
2000-09-01 57.614380061211800
2000-10-01 57.324865273342000
2000-11-01 57.459303660143604
2000-12-01 57.749702086107796
2001-01-01 58.016743541021390
2001-02-01 58.255376905405290
2001-03-01 58.162616435398995
2001-04-01 58.793884889796495
2001-05-01 58.711254884394800
2001-06-01 58.412847479086800
2001-07-01 57.900557595827210
2001-08-01 58.216769524678500
2001-09-01 58.414275032159610
2001-10-01 59.043531808823900
2001-11-01 59.283885887739004
2001-12-01 59.333169416622000
2002-01-01 59.470604944506704
2002-02-01 59.594529356050300
2002-03-01 59.809486027192000
2002-04-01 59.618297092168700
2002-05-01 59.657232941396800
2002-06-01 59.869276057236400
2002-07-01 59.848012002528110
2002-08-01 60.254329914446295
2002-09-01 60.741602352590100
2002-10-01 60.958016201183700
2002-11-01 61.054079338565600
2002-12-01 61.271445074808100
2003-01-01 60.467726060383100
2003-02-01 60.438013643824995
2003-03-01 60.759893033752206
2003-04-01 60.696603578702295
2003-05-01 59.945631923221600
2003-06-01 60.715062605153000
2003-07-01 60.915696633801400
2003-08-01 61.015960563557390
2003-09-01 61.401647535358490
2003-10-01 61.526846928535100
2003-11-01 61.588053630545396
2003-12-01 61.493474018921205
2004-01-01 61.520372643543500
2004-02-01 61.565981444070204
2004-03-01 61.382390436305200
2004-04-01 61.813201045432800
2004-05-01 60.901894836909800
2004-06-01 62.060913521669704
2004-07-01 62.201937682810794
2004-08-01 62.462675033228800
2004-09-01 61.018888724033500
2004-10-01 61.651041072152500
2004-11-01 61.354462658931300
2004-12-01 61.744194375330200
2005-01-01 62.468209443365400
2005-02-01 62.492655158476296
2005-03-01 62.780316875999006
2005-04-01 62.976607837558100
2005-05-01 63.090298548955900
2005-06-01 63.143798150871800
2005-07-01 63.322542217978100
2005-08-01 63.327275990867000
2005-09-01 63.577769965216206
2005-10-01 63.404706037751204
2005-11-01 63.566132655330804
2005-12-01 63.766473268440706
2006-01-01 63.724500018215890
2006-02-01 63.884418357962000
2006-03-01 64.079041357559000
2006-04-01 64.006062171676900
2006-05-01 64.271961668810700
2006-06-01 63.868596729441300
2006-07-01 63.495370630650800
2006-08-01 63.808362495839994
2006-09-01 64.104278396096790
2006-10-01 64.265746085451900
2006-11-01 64.498190364410290
2006-12-01 64.435700992923300
2007-01-01 64.516234073384000
2007-02-01 64.573877021865800
2007-03-01 64.775310194635110
2007-04-01 64.985800443045200
2007-05-01 65.352697873355300
2007-06-01 65.829025790309200
2007-07-01 65.610661426925500
2007-08-01 66.026441062593790
2007-09-01 65.915529462331290
2007-10-01 66.186775677569700
2007-11-01 66.240055081626700
2007-12-01 66.505947714281700
2008-01-01 66.814063801611300
2008-02-01 66.830143418221710
2008-03-01 66.759384982626800
2008-04-01 67.004303563339600
2008-05-01 67.168737809469790
2008-06-01 67.375586892683500
2008-07-01 67.481222020603300
2008-08-01 67.742671851111710
2008-09-01 67.644391951971500
2008-10-01 67.500961522475500
2008-11-01 67.599845907668000
2008-12-01 67.746372114232100
2009-01-01 67.561258928398400
2009-02-01 67.818053020155000
2009-03-01 67.817741468248600
2009-04-01 67.472141861281500
2009-05-01 67.516070376027600
2009-06-01 67.575953093230400
2009-07-01 67.761447234134300
2009-08-01 67.550415502761500
2009-09-01 67.900405609848010
2009-10-01 67.835147987590400
2009-11-01 67.811135391335500
2009-12-01 67.761001797891210
2010-01-01 67.909773737373000
2010-02-01 67.761339133833200
2010-03-01 67.838807024600600
2010-04-01 67.743736932209600
2010-05-01 67.520907413195200
2010-06-01 67.230965174434200
2010-07-01 67.508269573420110
2010-08-01 67.194318941881110
2010-09-01 67.806143025669500
2010-10-01 68.206221356976200
2010-11-01 68.276671766586400
2010-12-01 68.366680305796210
2011-01-01 68.533696757284600
2011-02-01 68.642321622758800
2011-03-01 68.729517755185300
2011-04-01 69.414944488280500
2011-05-01 68.974297240238400
2011-06-01 68.267554287285900
2011-07-01 67.821844472832700
2011-08-01 67.690562706917700
2011-09-01 69.187772054119500
2011-10-01 69.122236456228390
2011-11-01 68.921225734942710
2011-12-01 69.266282059071200
2012-01-01 69.467198850258500
2012-02-01 69.687194063961800
2012-03-01 69.499833302326210
2012-04-01 69.414196870891000
2012-05-01 69.151487951177500
2012-06-01 69.986027525439500
2012-07-01 69.125845938290000
2012-08-01 69.012580457734000
2012-09-01 68.768344065055100
2012-10-01 68.585572218092610
2012-11-01 68.656039763879390
2012-12-01 68.552579514745500
2013-01-01 68.394566049195000
2013-02-01 68.592288353556100
2013-03-01 68.678511627465300
2013-04-01 68.889069358027300
2013-05-01 69.117196052396710
2013-06-01 69.490235820533800
2013-07-01 69.390026887089900
2013-08-01 69.436620093160200
2013-09-01 68.821361421222400
2013-10-01 69.218845308641790
2013-11-01 69.290784388295400
2013-12-01 69.009656590466100
2014-01-01 69.043467837365000
2014-02-01 69.065989547837700
2014-03-01 69.284781733078500
2014-04-01 69.580165690348900
2014-05-01 69.612876414640900
2014-06-01 69.805106584785900
2014-07-01 69.784045064351800
2014-08-01 69.920776089811900
2014-09-01 70.053945305595110
2014-10-01 70.217015148269210
2014-11-01 69.981905405930700
2014-12-01 70.548212046940300
2015-01-01 70.609122265100100
2015-02-01 70.548032830048100
2015-03-01 70.630411862598410
2015-04-01 70.702141522931090
2015-05-01 70.885236838013100
2015-06-01 71.014406384051000
2015-07-01 71.131598371119000
2015-08-01 71.410789863650500
2015-09-01 71.360245490547200
2015-10-01 71.714477569042400
2015-11-01 72.173021396580500
2015-12-01 72.321986701703100
2016-01-01 72.223351941591600
2016-02-01 72.527491881555500
2016-03-01 72.713099160769800
2016-04-01 72.680718069901800
2016-05-01 72.800418330447000
2016-06-01 72.779305398868500
2016-07-01 73.135724923987210
2016-08-01 73.073037113350200
2016-09-01 73.125602295538090
2016-10-01 72.983497373583900
2016-11-01 72.930419902867800
2016-12-01 72.829783446464590
2017-01-01 73.169057273122800
2017-02-01 73.284605521278410
2017-03-01 73.322246714505800
2017-04-01 73.416229568499090
2017-05-01 73.722066552143590
2017-06-01 73.804450724761000
2017-07-01 73.909516182927190
2017-08-01 73.847802101321400
2017-09-01 74.124352776413300
2017-10-01 74.009702511768710
2017-11-01 74.049414617848600
2017-12-01 74.104613496146300
2018-01-01 74.119378398759300
2018-02-01 74.241222740882590
2018-03-01 74.251092657803200
2018-04-01 74.102152567259990
2018-05-01 73.812448298580800
2018-06-01 73.598559364586800
2018-07-01 73.828088383116210
2018-08-01 73.907291771449100
2018-09-01 73.868767539302300
2018-10-01 73.872467403080500
2018-11-01 73.921705548309290
2018-12-01 74.140434980568800
2019-01-01 74.382843950773290
2019-02-01 74.237887224518400
2019-03-01 74.543912322113580
2019-04-01 74.812305940379090
2019-05-01 75.120865362218800
2019-06-01 75.057464630578000
2019-07-01 74.971708158343800
2019-08-01 75.064507614975500
2019-09-01 74.944768010123600
2019-10-01 75.013616063374200
2019-11-01 74.894082547621000
2019-12-01 75.042010609110790
2020-01-01 75.345596521796800
2020-02-01 75.633826801954600
2020-03-01 75.406290606949600
2020-04-01 64.244498138511200
2020-05-01 66.438580601818600
2020-06-01 70.113908676578600
2020-07-01 69.742612280219700
2020-08-01 70.284069706901110
2020-09-01 71.091779880647500
2020-10-01 72.102472579648000
2020-11-01 72.177355212398000
2020-12-01 72.301570259276290
2021-01-01 71.254798807400700
2021-02-01 70.876032018536790
2021-03-01 71.251330663376900
2021-04-01 71.279417102872300
2021-05-01 71.319218351257590
2021-06-01 71.428637791474900
2021-07-01 71.191645110685000
2021-08-01 71.041729777790210
2021-09-01 70.779265618312210
2021-10-01 70.705433404443700
2021-11-01 70.773305134235800
2021-12-01 70.777285359183300
2022-01-01 70.691160213006410
2022-02-01 70.795066705929400
2022-03-01 71.267287789932100
2022-04-01 71.412685153926900
2022-05-01 71.434831128371800
2022-06-01 71.541494876443990
2022-07-01 71.897485176589300
2022-08-01 71.919477986166300
2022-09-01 72.025691293105300
2022-10-01 72.065011136401300
2022-11-01 72.160354240149590
2022-12-01 72.541209281397800
2023-01-01 73.304041263725800
2023-02-01 73.595480526542400
2023-03-01 73.830936598446410
2023-04-01 73.871801323891290
2023-05-01 74.012515185267200
2023-06-01 73.966223272700400
2023-07-01 73.962300935514700
2023-08-01 74.412968864508580
2023-09-01 74.669542022700800
2023-10-01 74.789687991683700
2023-11-01 74.918371919993400
2023-12-01 74.864716168568210
2024-01-01 74.745575011990700
2024-02-01 74.888077320191400
2024-03-01 74.812874853661100
2024-04-01 75.123614805949500
2024-05-01 75.385698040015600
2024-06-01 76.003669492254700
2024-07-01 76.214239481539100
2024-08-01 76.131346040277400
2024-09-01 76.240709784020210
2024-10-01 76.418084504572490

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