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 2024-11-01
Last Updated 2024-12-21 5:15 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 36.942086903187200
1990-02-01 35.892859764391204
1990-03-01 35.691857231331100
1990-04-01 35.353411488145106
1990-05-01 35.417948945449100
1990-06-01 35.604980865896700
1990-07-01 35.227494036068500
1990-08-01 33.794335230493600
1990-09-01 33.822430342183296
1990-10-01 35.892944705282105
1990-11-01 36.069836834378210
1990-12-01 36.157452898463300
1991-01-01 35.953470653160100
1991-02-01 35.896541128349110
1991-03-01 36.205944718127206
1991-04-01 36.320156260292500
1991-05-01 36.287845505613106
1991-06-01 35.814952546256500
1991-07-01 35.749588790378496
1991-08-01 34.968595064697496
1991-09-01 36.204857885890000
1991-10-01 36.129706452611800
1991-11-01 36.036071621940400
1991-12-01 35.847529096628200
1992-01-01 36.774174243567295
1992-02-01 36.059743287304900
1992-03-01 35.969728519447900
1992-04-01 36.285022505613206
1992-05-01 36.209405686857100
1992-06-01 36.281699225651295
1992-07-01 36.412543354187300
1992-08-01 34.984626329160700
1992-09-01 36.428821505641295
1992-10-01 36.701274835607000
1992-11-01 36.883489456106894
1992-12-01 36.864882801339505
1993-01-01 37.475081598212290
1993-02-01 37.085603782887500
1993-03-01 37.019178207302000
1993-04-01 36.875149679011800
1993-05-01 37.088000332070800
1993-06-01 37.154829539149400
1993-07-01 37.511626395604700
1993-08-01 37.067973122679400
1993-09-01 37.082491720368500
1993-10-01 37.280012270307495
1993-11-01 37.380278070489396
1993-12-01 37.762611296831395
1994-01-01 38.289884213042200
1994-02-01 38.527373171530100
1994-03-01 38.902643582852000
1994-04-01 39.146758319633500
1994-05-01 39.222569864056600
1994-06-01 39.524345511804400
1994-07-01 39.419217917622400
1994-08-01 39.912411382167200
1994-09-01 39.881174896086300
1994-10-01 39.389215303093295
1994-11-01 39.564349138915404
1994-12-01 39.633350204343200
1995-01-01 39.631733259489400
1995-02-01 39.960879011919495
1995-03-01 40.051464796769096
1995-04-01 40.069326484868704
1995-05-01 40.279646406332700
1995-06-01 40.412242611103200
1995-07-01 40.523124455790900
1995-08-01 40.751783752409000
1995-09-01 40.647330862524290
1995-10-01 40.663642406658600
1995-11-01 40.761714535470700
1995-12-01 40.934235161813100
1996-01-01 40.869815400878900
1996-02-01 40.877467614566605
1996-03-01 40.991402024178900
1996-04-01 41.102036779322795
1996-05-01 41.022759338726900
1996-06-01 41.079139789797500
1996-07-01 41.042260015027200
1996-08-01 41.159311076929100
1996-09-01 41.504956561553400
1996-10-01 41.741038810071200
1996-11-01 41.760569324310495
1996-12-01 41.672632909294900
1997-01-01 41.367332157775800
1997-02-01 41.581141091425100
1997-03-01 41.740713924983794
1997-04-01 41.653180244945000
1997-05-01 41.638455762618800
1997-06-01 41.463276958345105
1997-07-01 42.867002935167500
1997-08-01 42.852782750878000
1997-09-01 42.923610894702200
1997-10-01 43.007947581825000
1997-11-01 43.151259091057400
1997-12-01 43.516219193786895
1998-01-01 42.970187390251105
1998-02-01 43.405223815115500
1998-03-01 43.299712317675510
1998-04-01 43.676802532543200
1998-05-01 43.855692966095106
1998-06-01 43.646965795807894
1998-07-01 43.927327101800500
1998-08-01 43.838656307922790
1998-09-01 43.921367200064200
1998-10-01 43.824298941901000
1998-11-01 43.893774175629100
1998-12-01 44.529916311946710
1999-01-01 42.978586143780000
1999-02-01 43.677988013756700
1999-03-01 43.939673607186606
1999-04-01 44.125170581551890
1999-05-01 44.139572590334794
1999-06-01 44.352904284919700
1999-07-01 43.696509879086800
1999-08-01 44.554579838673300
1999-09-01 44.207249178559600
1999-10-01 44.794866922463505
1999-11-01 44.948954692206110
1999-12-01 44.685650732912904
2000-01-01 44.999853409980900
2000-02-01 45.511393700954100
2000-03-01 45.413243632327200
2000-04-01 45.676073901505600
2000-05-01 45.911604291387206
2000-06-01 46.031295854993800
2000-07-01 46.562853755002000
2000-08-01 46.109758006135700
2000-09-01 46.540145974808290
2000-10-01 46.974205099910705
2000-11-01 47.476936253057396
2000-12-01 47.957051685543500
2001-01-01 45.654741790970110
2001-02-01 45.369087012593205
2001-03-01 45.630023711297700
2001-04-01 45.613930690980396
2001-05-01 44.059164005880400
2001-06-01 45.463195547330900
2001-07-01 47.309878810160505
2001-08-01 46.012813012365800
2001-09-01 46.010767521879200
2001-10-01 44.351445621496400
2001-11-01 44.991904536362800
2001-12-01 45.049142234465600
2002-01-01 46.852111704253396
2002-02-01 45.823091531534200
2002-03-01 46.315794896376495
2002-04-01 45.925927734616000
2002-05-01 46.109612523122210
2002-06-01 45.970246183402900
2002-07-01 46.026555836882494
2002-08-01 46.501715672469500
2002-09-01 47.162646478107900
2002-10-01 46.838916293967800
2002-11-01 47.239421379270000
2002-12-01 43.418868889170000
2003-01-01 49.964042340577000
2003-02-01 48.884467120688110
2003-03-01 48.760620441487000
2003-04-01 48.251746680098800
2003-05-01 48.439294297584894
2003-06-01 48.711157852571000
2003-07-01 48.308741303606700
2003-08-01 48.304390704924000
2003-09-01 47.702932010910104
2003-10-01 48.786237705721796
2003-11-01 48.928556816369100
2003-12-01 48.653836923548695
2004-01-01 48.672793007387110
2004-02-01 48.278666121838796
2004-03-01 48.413444211887800
2004-04-01 48.852807467560900
2004-05-01 48.733185065941290
2004-06-01 49.052999944328900
2004-07-01 49.051772433492204
2004-08-01 48.480091725225400
2004-09-01 48.331471640981000
2004-10-01 48.624117120530210
2004-11-01 48.824268429980000
2004-12-01 48.779230530434290
2005-01-01 49.551624892938000
2005-02-01 49.002262627150790
2005-03-01 49.265328357255790
2005-04-01 49.555718241884605
2005-05-01 49.580067408363290
2005-06-01 50.329078594714005
2005-07-01 51.081230380691700
2005-08-01 51.452383539276200
2005-09-01 50.182896888218900
2005-10-01 49.769473268730900
2005-11-01 49.551321044988796
2005-12-01 49.855471681993400
2006-01-01 48.231511161273495
2006-02-01 49.452652225577204
2006-03-01 49.070695368839296
2006-04-01 48.938601709308200
2006-05-01 49.030453209148600
2006-06-01 48.392391445373300
2006-07-01 48.620767878020000
2006-08-01 48.744502788711610
2006-09-01 48.764774459709500
2006-10-01 48.674802226332700
2006-11-01 48.663677459263200
2006-12-01 48.483579573533200
2007-01-01 46.940270052379596
2007-02-01 48.680937239540400
2007-03-01 49.051281362968595
2007-04-01 49.106988964647400
2007-05-01 49.245110459092100
2007-06-01 49.520078545783400
2007-07-01 49.557475552692600
2007-08-01 49.520580694383000
2007-09-01 49.667028889706500
2007-10-01 50.675978845245396
2007-11-01 49.905678002545390
2007-12-01 49.803297780071496
2008-01-01 48.428413202494500
2008-02-01 49.958542959144400
2008-03-01 49.989927712039700
2008-04-01 50.255034024627896
2008-05-01 50.526825445617106
2008-06-01 50.157838356836500
2008-07-01 50.092925849664600
2008-08-01 50.912806344264900
2008-09-01 51.322511904425795
2008-10-01 51.778413059864400
2008-11-01 51.784780275845800
2008-12-01 51.952645988747100
2009-01-01 51.396907816132200
2009-02-01 51.619173566649500
2009-03-01 51.777417078809000
2009-04-01 51.750718270784500
2009-05-01 52.203151966791400
2009-06-01 52.485244100225710
2009-07-01 52.912359858861600
2009-08-01 52.697987499293700
2009-09-01 52.759208012024200
2009-10-01 52.772234457093710
2009-11-01 52.953423335522096
2009-12-01 53.267271946794004
2010-01-01 53.822382432288800
2010-02-01 53.434660796241700
2010-03-01 53.368072102522200
2010-04-01 52.830880355243394
2010-05-01 53.925584773592100
2010-06-01 55.894103228499100
2010-07-01 54.750291754762500
2010-08-01 54.608483182531200
2010-09-01 54.098006278812800
2010-10-01 54.253796016933000
2010-11-01 52.966045072323700
2010-12-01 53.919725957759500
2011-01-01 54.501757943042900
2011-02-01 54.101714445531300
2011-03-01 54.227563398602200
2011-04-01 53.212469550859794
2011-05-01 54.627294031618100
2011-06-01 57.335164192124790
2011-07-01 55.006208403975110
2011-08-01 55.623778350434800
2011-09-01 55.122163664647890
2011-10-01 54.589262266999100
2011-11-01 54.346798679353896
2011-12-01 54.741678837324706
2012-01-01 53.906577500118196
2012-02-01 54.344046311121800
2012-03-01 55.118439429907400
2012-04-01 53.795822511810506
2012-05-01 53.675591263916290
2012-06-01 53.000807999130400
2012-07-01 52.596890936992295
2012-08-01 52.172789120482600
2012-09-01 52.255591664453796
2012-10-01 52.549720051677290
2012-11-01 52.505113508388300
2012-12-01 52.143777976705210
2013-01-01 51.775941363313800
2013-02-01 52.370983557158496
2013-03-01 52.087610756156600
2013-04-01 51.879486884799000
2013-05-01 51.294425960648100
2013-06-01 52.136687251808400
2013-07-01 51.971688667194300
2013-08-01 51.519914748153106
2013-09-01 51.936214937952500
2013-10-01 52.148804963413000
2013-11-01 52.259026910607300
2013-12-01 52.051215768714400
2014-01-01 52.062752445679500
2014-02-01 51.572276744927700
2014-03-01 51.681159712883700
2014-04-01 51.468059941170300
2014-05-01 51.670297546840000
2014-06-01 52.147076128833000
2014-07-01 52.044548578596704
2014-08-01 51.278592346700000
2014-09-01 51.763372854629600
2014-10-01 51.661997700906895
2014-11-01 51.798269215381700
2014-12-01 51.773887807025100
2015-01-01 51.492666582630900
2015-02-01 50.683617428809000
2015-03-01 50.657867296370604
2015-04-01 50.952839633240500
2015-05-01 50.584519558461000
2015-06-01 50.383148773457800
2015-07-01 50.534335563991300
2015-08-01 50.856365591684195
2015-09-01 50.985160613730600
2015-10-01 50.797188762918000
2015-11-01 50.619086310203706
2015-12-01 49.907481492875995
2016-01-01 51.035915005829104
2016-02-01 51.294245528190600
2016-03-01 51.068394492832496
2016-04-01 51.288078429578505
2016-05-01 51.242019811695200
2016-06-01 50.653751991161000
2016-07-01 50.651320834069004
2016-08-01 50.957687575729710
2016-09-01 51.349489987501400
2016-10-01 51.295724063174300
2016-11-01 51.499711164943000
2016-12-01 51.199116645941600
2017-01-01 51.420338085907100
2017-02-01 51.489162174764790
2017-03-01 51.662965174223200
2017-04-01 51.505543064153000
2017-05-01 52.111128025108100
2017-06-01 51.167098308949100
2017-07-01 51.606399186528210
2017-08-01 50.858987805907300
2017-09-01 51.982830708129995
2017-10-01 52.189379173562300
2017-11-01 52.216844264824710
2017-12-01 53.008630622770900
2018-01-01 52.351553650492704
2018-02-01 52.738416659031200
2018-03-01 52.849135955582200
2018-04-01 52.614334010418500
2018-05-01 52.767631369375400
2018-06-01 52.526074776457500
2018-07-01 52.574714362685500
2018-08-01 52.849239048192395
2018-09-01 52.620148167090704
2018-10-01 53.212866852802705
2018-11-01 53.128682599012800
2018-12-01 53.014235851762100
2019-01-01 53.078391395348700
2019-02-01 52.861295844601900
2019-03-01 52.741679083297996
2019-04-01 52.705966534500504
2019-05-01 51.990867244823000
2019-06-01 51.648678048691300
2019-07-01 51.818435036224390
2019-08-01 52.123675484296800
2019-09-01 52.338825248421294
2019-10-01 52.360918318573290
2019-11-01 52.413696726827204
2019-12-01 52.626980837109900
2020-01-01 50.888985236340890
2020-02-01 51.866084802335300
2020-03-01 51.811335472594000
2020-04-01 44.401324612662600
2020-05-01 44.396263884991995
2020-06-01 47.768278386961100
2020-07-01 48.089630275263600
2020-08-01 49.192664017627706
2020-09-01 47.266129601460100
2020-10-01 46.626174902970200
2020-11-01 45.459987999839110
2020-12-01 43.095834360997200
2021-01-01 42.927137878027600
2021-02-01 43.943286454058890
2021-03-01 46.278245071652300
2021-04-01 46.374868233983400
2021-05-01 47.178511963283796
2021-06-01 47.381141736401396
2021-07-01 47.242453181999700
2021-08-01 47.407592177067000
2021-09-01 46.545389421172890
2021-10-01 47.314671157297200
2021-11-01 47.516380786073796
2021-12-01 47.723475292363396
2022-01-01 48.600148219772800
2022-02-01 48.623232853970300
2022-03-01 48.893017765079900
2022-04-01 49.213358815184790
2022-05-01 49.248616940891400
2022-06-01 48.582156363272105
2022-07-01 49.027496255524400
2022-08-01 49.138569984454100
2022-09-01 50.138713949357600
2022-10-01 50.401974085862290
2022-11-01 50.632295692219100
2022-12-01 51.140336109404100
2023-01-01 51.818054178417704
2023-02-01 51.292095291011900
2023-03-01 51.337843683826600
2023-04-01 51.321000538883600
2023-05-01 51.133617214289890
2023-06-01 50.999935228991795
2023-07-01 50.916947831219700
2023-08-01 51.635003475831100
2023-09-01 52.371140314157100
2023-10-01 52.682210904229200
2023-11-01 52.590077129992800
2023-12-01 53.506223416446600
2024-01-01 51.475899772712296
2024-02-01 51.631298132801895
2024-03-01 51.762310837274200
2024-04-01 51.787725960784705
2024-05-01 51.941623145436200
2024-06-01 52.741930871578000
2024-07-01 52.724269458354600
2024-08-01 51.911919025243800
2024-09-01 50.942290709926900
2024-10-01 50.412422735720900
2024-11-01 50.292250273104100

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