Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Pittsburgh, PA (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Pittsburgh, PA (MSA)
Series ID SMU42383006561000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-10-01
Last Updated 2024-11-20 4:53 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 36.942087966576200
1990-02-01 35.892860088082400
1990-03-01 35.691857407837205
1990-04-01 35.353411571635400
1990-05-01 35.417948995716400
1990-06-01 35.604980923338400
1990-07-01 35.227494465786100
1990-08-01 33.794334679501400
1990-09-01 33.822430347116800
1990-10-01 35.892944074443100
1990-11-01 36.069836141308500
1990-12-01 36.157452507935300
1991-01-01 35.953472033669210
1991-02-01 35.896541278835100
1991-03-01 36.205944801886500
1991-04-01 36.320156352169900
1991-05-01 36.287845638688700
1991-06-01 35.814952706069604
1991-07-01 35.749589340480500
1991-08-01 34.968594575855400
1991-09-01 36.204857705138200
1991-10-01 36.129705763444800
1991-11-01 36.036070862937100
1991-12-01 35.847528575736300
1992-01-01 36.774175933986400
1992-02-01 36.059743244868706
1992-03-01 35.969728474607100
1992-04-01 36.285022626124004
1992-05-01 36.209405950887400
1992-06-01 36.281699484249100
1992-07-01 36.412544013586896
1992-08-01 34.984627509282800
1992-09-01 36.428821692741790
1992-10-01 36.701270887194205
1992-11-01 36.883489352879600
1992-12-01 36.864882660455800
1993-01-01 37.475083580723800
1993-02-01 37.085603396091100
1993-03-01 37.019177916084000
1993-04-01 36.875149864016200
1993-05-01 37.088001003718205
1993-06-01 37.154830390009100
1993-07-01 37.511627504009105
1993-08-01 37.067975992111705
1993-09-01 37.082491911157000
1993-10-01 37.280004580423295
1993-11-01 37.380278652211200
1993-12-01 37.762611994772600
1994-01-01 38.289885835911100
1994-02-01 38.527372731256400
1994-03-01 38.902643077260800
1994-04-01 39.146758654503400
1994-05-01 39.222571375293796
1994-06-01 39.524347883517900
1994-07-01 39.419219654266500
1994-08-01 39.912415445999800
1994-09-01 39.881173750204100
1994-10-01 39.389201637686100
1994-11-01 39.564349459182790
1994-12-01 39.633352001508400
1995-01-01 39.631743930921900
1995-02-01 39.960878166447800
1995-03-01 40.051462699276904
1995-04-01 40.069322675137400
1995-05-01 40.279641138300290
1995-06-01 40.412242454519294
1995-07-01 40.523164152616700
1995-08-01 40.751773613018900
1995-09-01 40.647317316086500
1995-10-01 40.663620555487900
1995-11-01 40.761702918753400
1995-12-01 40.934225314392000
1996-01-01 40.869886790122100
1996-02-01 40.877458359155200
1996-03-01 40.991393876075800
1996-04-01 41.102028479429800
1996-05-01 41.022749915672500
1996-06-01 41.079140903327400
1996-07-01 41.042340488126500
1996-08-01 41.159283378571400
1996-09-01 41.504921166717900
1996-10-01 41.740995103001500
1996-11-01 41.760531070394290
1996-12-01 41.672572475230800
1997-01-01 41.367520371868400
1997-02-01 41.581128753000500
1997-03-01 41.740711998490000
1997-04-01 41.653183598670700
1997-05-01 41.638458055922500
1997-06-01 41.463289430495900
1997-07-01 42.867106715521200
1997-08-01 42.852727350064995
1997-09-01 42.923531857092800
1997-10-01 43.007854722010606
1997-11-01 43.151169926555600
1997-12-01 43.516092939088400
1998-01-01 42.970490981149500
1998-02-01 43.405233245337400
1998-03-01 43.299751795643200
1998-04-01 43.676858030402400
1998-05-01 43.855749371882105
1998-06-01 43.647021258976500
1998-07-01 43.927385697540700
1998-08-01 43.838594018600205
1998-09-01 43.921239962688205
1998-10-01 43.824112814005794
1998-11-01 43.893539171572100
1998-12-01 44.529549285923200
1999-01-01 42.979096572367400
1999-02-01 43.678161482448594
1999-03-01 43.939825132646504
1999-04-01 44.125296652640900
1999-05-01 44.139684370070200
1999-06-01 44.352967833433700
1999-07-01 43.696490205246000
1999-08-01 44.554480782008895
1999-09-01 44.207058875011300
1999-10-01 44.794584687748400
1999-11-01 44.948538288718396
1999-12-01 44.685117739896796
2000-01-01 45.000570267910400
2000-02-01 45.511751941729500
2000-03-01 45.413517200749595
2000-04-01 45.676262981389800
2000-05-01 45.911753977040700
2000-06-01 46.031340473138000
2000-07-01 46.562775902601900
2000-08-01 46.109606869507600
2000-09-01 46.539883939716000
2000-10-01 46.973817734391300
2000-11-01 47.476298493627006
2000-12-01 47.956470378494000
2001-01-01 45.655717811168900
2001-02-01 45.369542894454500
2001-03-01 45.630338025388100
2001-04-01 45.614108664826794
2001-05-01 44.059276457286500
2001-06-01 45.463161306103004
2001-07-01 47.309753623992390
2001-08-01 46.012609078736600
2001-09-01 46.010420782959100
2001-10-01 44.351112320985200
2001-11-01 44.991359694387505
2001-12-01 45.049003209762496
2002-01-01 46.853002785834210
2002-02-01 45.823400936925296
2002-03-01 46.316030334695505
2002-04-01 45.926054904712494
2002-05-01 46.109674606853500
2002-06-01 45.970180216660900
2002-07-01 46.026433333187600
2002-08-01 46.501517353267100
2002-09-01 47.162255985186400
2002-10-01 46.838632504907600
2002-11-01 47.239008498395300
2002-12-01 43.419084054495200
2003-01-01 49.964873429751300
2003-02-01 48.884583958233800
2003-03-01 48.760718959053300
2003-04-01 48.251790143638000
2003-05-01 48.439291569822295
2003-06-01 48.711078773811295
2003-07-01 48.308587252153200
2003-08-01 48.304239125279210
2003-09-01 47.702573441481000
2003-10-01 48.786101040896995
2003-11-01 48.928396522833700
2003-12-01 48.654162455874500
2004-01-01 48.673386940736600
2004-02-01 48.278649265697900
2004-03-01 48.413444343975200
2004-04-01 48.852792517550110
2004-05-01 48.733146774335100
2004-06-01 49.052944015678705
2004-07-01 49.051607165999100
2004-08-01 48.479987454323210
2004-09-01 48.331256653086996
2004-10-01 48.624050365650100
2004-11-01 48.824205296933100
2004-12-01 48.779378448403705
2005-01-01 49.552237477153900
2005-02-01 49.002215608088000
2005-03-01 49.265281228883400
2005-04-01 49.555668374984500
2005-05-01 49.580016856246900
2005-06-01 50.329034281664600
2005-07-01 51.081041919959710
2005-08-01 51.452305618213200
2005-09-01 50.182806926683700
2005-10-01 49.769464001267000
2005-11-01 49.551313495050200
2005-12-01 49.855462817102100
2006-01-01 48.231999372594004
2006-02-01 49.452625520716200
2006-03-01 49.070656527444600
2006-04-01 48.938554829783300
2006-05-01 49.030406590555200
2006-06-01 48.392350000412210
2006-07-01 48.620636469583700
2006-08-01 48.744445718745496
2006-09-01 48.764757508959100
2006-10-01 48.674788068069894
2006-11-01 48.663662213321400
2006-12-01 48.483562577480605
2007-01-01 46.940629561635106
2007-02-01 48.680908468657290
2007-03-01 49.051247074501600
2007-04-01 49.106951585633404
2007-05-01 49.245072968191394
2007-06-01 49.520043322014000
2007-07-01 49.557396530987400
2007-08-01 49.520549199495300
2007-09-01 49.667019742503390
2007-10-01 50.675975077863210
2007-11-01 49.905675676363100
2007-12-01 49.803296098238790
2008-01-01 48.428613473425294
2008-02-01 49.958532143186105
2008-03-01 49.989910685628500
2008-04-01 50.255003103198995
2008-05-01 50.526798215460790
2008-06-01 50.157809020738300
2008-07-01 50.092895825446700
2008-08-01 50.912793622672100
2008-09-01 51.322504163680600
2008-10-01 51.778412171234294
2008-11-01 51.784781781297504
2008-12-01 51.952650145158800
2009-01-01 51.397009771113396
2009-02-01 51.619172622533290
2009-03-01 51.777411416529800
2009-04-01 51.750690944226506
2009-05-01 52.203139502091700
2009-06-01 52.485228224751900
2009-07-01 52.912337031859500
2009-08-01 52.697984817634000
2009-09-01 52.759208001907204
2009-10-01 52.772237825130300
2009-11-01 52.953426240280400
2009-12-01 53.267278140111100
2010-01-01 53.822423967845710
2010-02-01 53.434664842894705
2010-03-01 53.368073555155604
2010-04-01 52.830852553698600
2010-05-01 53.925582867276200
2010-06-01 55.894095469456300
2010-07-01 54.750277326391200
2010-08-01 54.608485035378510
2010-09-01 54.098009593527095
2010-10-01 54.253800156565894
2010-11-01 52.966046286046400
2010-12-01 53.919731009750800
2011-01-01 54.501774707580005
2011-02-01 54.101717471339505
2011-03-01 54.227564473109800
2011-04-01 53.212449618048710
2011-05-01 54.627293574166900
2011-06-01 57.335160335447000
2011-07-01 55.006202310468595
2011-08-01 55.623781098877494
2011-09-01 55.122167358846000
2011-10-01 54.589264975100200
2011-11-01 54.346797729485104
2011-12-01 54.741679443028900
2012-01-01 53.906597464733800
2012-02-01 54.344045036090200
2012-03-01 55.118436347618896
2012-04-01 53.795808649773290
2012-05-01 53.675586389938100
2012-06-01 53.000801559635605
2012-07-01 52.596884963711396
2012-08-01 52.172812389476995
2012-09-01 52.255589349700790
2012-10-01 52.549718548248500
2012-11-01 52.505112084681300
2012-12-01 52.143779566433790
2013-01-01 51.775962304861295
2013-02-01 52.370984015576800
2013-03-01 52.087606541439400
2013-04-01 51.879477046987200
2013-05-01 51.294411377050400
2013-06-01 52.136672163450300
2013-07-01 51.971675391246300
2013-08-01 51.519957939326890
2013-09-01 51.936209063141405
2013-10-01 52.148803544589010
2013-11-01 52.259030011447900
2013-12-01 52.051219080430300
2014-01-01 52.062775871552894
2014-02-01 51.572285687039300
2014-03-01 51.681160073170990
2014-04-01 51.468052006448204
2014-05-01 51.670282679799390
2014-06-01 52.147013032001600
2014-07-01 52.044502279003800
2014-08-01 51.278670197629395
2014-09-01 51.763375379618104
2014-10-01 51.662002206302006
2014-11-01 51.798278023539105
2014-12-01 51.773895431428606
2015-01-01 51.492695511070500
2015-02-01 50.683643109459496
2015-03-01 50.657891302296500
2015-04-01 50.952862370361790
2015-05-01 50.584429594475495
2015-06-01 50.382971773115610
2015-07-01 50.534287039866400
2015-08-01 50.856521972366400
2015-09-01 50.985186593252100
2015-10-01 50.797215529254500
2015-11-01 50.619119062560300
2015-12-01 49.907431677847210
2016-01-01 51.035964436780300
2016-02-01 51.294290844077395
2016-03-01 51.068433944480400
2016-04-01 51.288117199999000
2016-05-01 51.241841780096600
2016-06-01 50.653455404828210
2016-07-01 50.651289701242000
2016-08-01 50.957961762474300
2016-09-01 51.349579916984794
2016-10-01 51.295803693024700
2016-11-01 51.499781128445210
2016-12-01 51.199009326481600
2017-01-01 51.420383509922500
2017-02-01 51.489179866095000
2017-03-01 51.662938747665606
2017-04-01 51.505489103559796
2017-05-01 52.110758187590400
2017-06-01 51.166735159916900
2017-07-01 51.606517236534500
2017-08-01 50.859520040097706
2017-09-01 51.983154823260300
2017-10-01 52.189656202422600
2017-11-01 52.217027455699000
2017-12-01 53.008461892339700
2018-01-01 52.351142783450500
2018-02-01 52.738396565320390
2018-03-01 52.849088711348600
2018-04-01 52.613769060076800
2018-05-01 52.767042942484395
2018-06-01 52.525370441130896
2018-07-01 52.575306134590505
2018-08-01 52.850461500816095
2018-09-01 52.621181683537800
2018-10-01 53.214014513451700
2018-11-01 53.129230768538600
2018-12-01 53.013288434919600
2019-01-01 53.076458509383400
2019-02-01 52.861224821657710
2019-03-01 52.741740149417600
2019-04-01 52.704833230781404
2019-05-01 51.989954635403900
2019-06-01 51.647268994312704
2019-07-01 51.818700174057100
2019-08-01 52.124410127559800
2019-09-01 52.346609563228505
2019-10-01 52.361628834510896
2019-11-01 52.413504347292600
2019-12-01 52.624403534910300
2020-01-01 50.885037287592404
2020-02-01 51.865410507353000
2020-03-01 51.811213357884796
2020-04-01 44.399848343308000
2020-05-01 44.395342053199700
2020-06-01 47.766765641970100
2020-07-01 48.090438291495800
2020-08-01 49.193996877527000
2020-09-01 47.280100211476710
2020-10-01 46.626869336971595
2020-11-01 45.459140296049696
2020-12-01 43.091955191511400
2021-01-01 42.918384070799900
2021-02-01 43.941680018928300
2021-03-01 46.277572697625700
2021-04-01 46.373486107539904
2021-05-01 47.178292728508204
2021-06-01 47.381794420032300
2021-07-01 47.244572266186890
2021-08-01 47.411291980861705
2021-09-01 46.567409876223400
2021-10-01 47.315407023510600
2021-11-01 47.513905955444200
2021-12-01 47.711964611418600
2022-01-01 48.583840467094895
2022-02-01 48.618697481446400
2022-03-01 48.890893222200205
2022-04-01 49.212324820506296
2022-05-01 49.251023346661995
2022-06-01 48.589193768423300
2022-07-01 49.026727888362890
2022-08-01 49.153031073143300
2022-09-01 50.168758381438600
2022-10-01 50.428932374021210
2022-11-01 50.601172549061005
2022-12-01 51.114055451431290
2023-01-01 51.790069223624290
2023-02-01 51.285592822074700
2023-03-01 51.336754114758100
2023-04-01 51.322478149459400
2023-05-01 51.136762004077400
2023-06-01 51.008491089338210
2023-07-01 50.908769807015600
2023-08-01 51.663278838665290
2023-09-01 52.420937684176800
2023-10-01 52.767357489075900
2023-11-01 52.511591243737200
2023-12-01 53.456154253975804
2024-01-01 51.439819001993996
2024-02-01 51.620190446799100
2024-03-01 51.760813983949700
2024-04-01 51.791145715244400
2024-05-01 51.944948114302100
2024-06-01 52.749835069674994
2024-07-01 52.704851613887500
2024-08-01 51.954307047273396
2024-09-01 51.014555668529900
2024-10-01 50.473283270331600

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