Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Private Education and Health Services in Pittsburgh, PA (MSA)
Series ID PITT342EDUH
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 2024-12-01
Last Updated 2025-01-29 5:19 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
1990-01-01 158.05405573110900
1990-02-01 158.27313135247500
1990-03-01 158.38223055937002
1990-04-01 158.87760745615998
1990-05-01 159.26471375069500
1990-06-01 159.78341381390400
1990-07-01 159.81496649325700
1990-08-01 159.74620547142700
1990-09-01 159.99531235218700
1990-10-01 163.42017718925700
1990-11-01 163.72620255164500
1990-12-01 163.90669658734700
1991-01-01 162.68700034123200
1991-02-01 163.47230872906800
1991-03-01 163.96064138609400
1991-04-01 164.48773540951500
1991-05-01 164.96242545809700
1991-06-01 165.03618640170500
1991-07-01 165.31480467446500
1991-08-01 165.83308402834600
1991-09-01 166.51437260754900
1991-10-01 166.75162856671300
1991-11-01 167.20793255233602
1991-12-01 167.98280797064100
1992-01-01 168.54250683236700
1992-02-01 168.53822408134900
1992-03-01 169.07061535419000
1992-04-01 170.80862950568400
1992-05-01 171.46280129000900
1992-06-01 171.93567573581300
1992-07-01 172.36793482380100
1992-08-01 171.95235068838198
1992-09-01 172.66864650346400
1992-10-01 173.95243886657300
1992-11-01 173.56868054796700
1992-12-01 173.55700061253103
1993-01-01 176.42889656818900
1993-02-01 176.58237959985402
1993-03-01 176.46862469302602
1993-04-01 176.05316146059200
1993-05-01 175.89875835508700
1993-06-01 176.55512500784900
1993-07-01 177.23262430588002
1993-08-01 177.75575996979998
1993-09-01 178.20189524251800
1993-10-01 179.02733038323000
1993-11-01 178.85905243228902
1993-12-01 179.03673458549600
1994-01-01 179.19011985981200
1994-02-01 179.64396065227100
1994-03-01 179.91865386946498
1994-04-01 180.37266602674703
1994-05-01 180.47621240969300
1994-06-01 180.94797656457200
1994-07-01 181.52394274877898
1994-08-01 182.49841835987598
1994-09-01 182.90935186085900
1994-10-01 180.23202678413298
1994-11-01 180.79168713563500
1994-12-01 181.29473039780400
1995-01-01 181.46008072189800
1995-02-01 181.66559211324600
1995-03-01 182.39641863070800
1995-04-01 181.93983278942198
1995-05-01 182.23033895990002
1995-06-01 182.60558639889302
1995-07-01 181.78075195817797
1995-08-01 182.51989931283200
1995-09-01 182.84591121091100
1995-10-01 182.13269195403100
1995-11-01 182.85301617860400
1995-12-01 183.41686766007800
1996-01-01 183.90608496173800
1996-02-01 184.17967977260898
1996-03-01 184.32242035753500
1996-04-01 185.19268771729100
1996-05-01 184.41511220226897
1996-06-01 184.15988237859200
1996-07-01 183.75023335798400
1996-08-01 183.89143851828300
1996-09-01 183.88618461854600
1996-10-01 184.69143621812600
1996-11-01 184.83829010633200
1996-12-01 184.81445818825400
1997-01-01 184.88624821434200
1997-02-01 185.53455688242002
1997-03-01 185.97779059620498
1997-04-01 185.59690708033400
1997-05-01 185.32144061507302
1997-06-01 185.09518787306098
1997-07-01 186.94419456298002
1997-08-01 187.88168245327000
1997-09-01 188.55949714172598
1997-10-01 188.78773470817000
1997-11-01 189.40700258812998
1997-12-01 189.96829396086102
1998-01-01 190.45117869040600
1998-02-01 190.48062424574798
1998-03-01 190.48403170591598
1998-04-01 191.09099545367098
1998-05-01 191.96950364689200
1998-06-01 191.92041221149800
1998-07-01 192.74288881659402
1998-08-01 192.20192090392300
1998-09-01 192.38604070844897
1998-10-01 193.15235267423000
1998-11-01 193.41533248444000
1998-12-01 194.00993804587003
1999-01-01 191.60943657583400
1999-02-01 192.50874612601300
1999-03-01 194.01683502982800
1999-04-01 194.75485370281900
1999-05-01 195.11374470136602
1999-06-01 195.25913557123900
1999-07-01 194.92980556613497
1999-08-01 195.50381877144100
1999-09-01 195.14985875797300
1999-10-01 195.07611068852400
1999-11-01 195.56350218437902
1999-12-01 195.16403903598098
2000-01-01 196.25776313471198
2000-02-01 196.68901550864100
2000-03-01 196.40721702911802
2000-04-01 197.00970393034697
2000-05-01 196.95107176846900
2000-06-01 196.58436940444900
2000-07-01 198.16569499453200
2000-08-01 198.60911448780200
2000-09-01 199.57327878030300
2000-10-01 200.13245012057900
2000-11-01 200.53665951804600
2000-12-01 200.29085799102500
2001-01-01 200.41682178448897
2001-02-01 200.79624687075800
2001-03-01 201.12889523696000
2001-04-01 201.16972541682998
2001-05-01 199.87872543020700
2001-06-01 202.14733226372400
2001-07-01 202.77204996596902
2001-08-01 202.73348446369500
2001-09-01 202.74667602807800
2001-10-01 201.20502264398500
2001-11-01 202.15874438433700
2001-12-01 202.74635516434898
2002-01-01 206.74015632532600
2002-02-01 206.91117346400600
2002-03-01 207.36431183026403
2002-04-01 206.65389583299200
2002-05-01 207.34388848891300
2002-06-01 207.52273915577400
2002-07-01 206.94077789366298
2002-08-01 207.51424005881000
2002-09-01 207.65818054060700
2002-10-01 207.37824098781600
2002-11-01 207.31342120078300
2002-12-01 203.66497715499700
2003-01-01 211.97920425065800
2003-02-01 211.58491175072200
2003-03-01 211.44218404497397
2003-04-01 210.93636556669202
2003-05-01 210.87180232568400
2003-06-01 211.50953866086900
2003-07-01 210.62499053669399
2003-08-01 210.62182732887600
2003-09-01 210.74362532152500
2003-10-01 211.73517709283200
2003-11-01 211.92823933749500
2003-12-01 211.88106657742802
2004-01-01 212.24379793312100
2004-02-01 211.99197142843500
2004-03-01 212.45314337725299
2004-04-01 213.14429258714100
2004-05-01 213.37863382958400
2004-06-01 214.20119070084000
2004-07-01 214.42607116450600
2004-08-01 214.01928543045602
2004-09-01 214.27011741462100
2004-10-01 214.78047087049000
2004-11-01 215.43836477119498
2004-12-01 215.64886174451198
2005-01-01 217.58853396810798
2005-02-01 217.44658143702300
2005-03-01 217.57926280815700
2005-04-01 218.40306672392100
2005-05-01 217.91937192010100
2005-06-01 219.21821225162603
2005-07-01 220.24327276443500
2005-08-01 220.73365366320700
2005-09-01 220.64650765315497
2005-10-01 220.68682436186100
2005-11-01 220.98377867381600
2005-12-01 221.88360411240200
2006-01-01 221.69866597687698
2006-02-01 222.30634023952598
2006-03-01 222.35413781871299
2006-04-01 222.38571580428200
2006-05-01 222.60805503692902
2006-06-01 222.55380506378899
2006-07-01 222.68734735314098
2006-08-01 223.04423948091700
2006-09-01 223.90300929563900
2006-10-01 223.73400086550400
2006-11-01 224.03611180599498
2006-12-01 224.42229971951400
2007-01-01 223.32646075248698
2007-02-01 224.28802894857800
2007-03-01 225.13399541489602
2007-04-01 225.05020558375600
2007-05-01 225.66442362947700
2007-06-01 226.27853251189498
2007-07-01 226.67969510461700
2007-08-01 226.90256049050203
2007-09-01 227.07357990235400
2007-10-01 228.31274744015800
2007-11-01 227.84149971170600
2007-12-01 227.87177400373002
2008-01-01 226.96236644010700
2008-02-01 228.88200913683400
2008-03-01 228.91969960692400
2008-04-01 229.60706721043500
2008-05-01 229.77470553404498
2008-06-01 229.54940273814400
2008-07-01 230.06318334027100
2008-08-01 230.78490323105800
2008-09-01 231.25910866102700
2008-10-01 231.62112021955002
2008-11-01 231.91872799106602
2008-12-01 231.71065777551300
2009-01-01 231.71678416668500
2009-02-01 231.66293170800400
2009-03-01 231.82389067994703
2009-04-01 232.63144110179698
2009-05-01 233.16077164216702
2009-06-01 233.18618211715100
2009-07-01 234.42193223858400
2009-08-01 233.49178908740500
2009-09-01 233.44775600470500
2009-10-01 233.43808043305802
2009-11-01 233.65885373148200
2009-12-01 234.47928194637402
2010-01-01 234.74052746196801
2010-02-01 233.39766242432898
2010-03-01 234.56208022940800
2010-04-01 234.72158214041100
2010-05-01 235.31974797396100
2010-06-01 236.77595502120000
2010-07-01 237.73776836701600
2010-08-01 237.22177265244200
2010-09-01 237.08320007672900
2010-10-01 237.55555884561600
2010-11-01 236.55683706783300
2010-12-01 237.62916660177800
2011-01-01 238.68034611024200
2011-02-01 238.40181257478199
2011-03-01 238.66359247800900
2011-04-01 238.54403510236700
2011-05-01 239.06526326938900
2011-06-01 241.36059104291598
2011-07-01 240.13645828357300
2011-08-01 240.55429412162800
2011-09-01 240.78723680582698
2011-10-01 240.56056388972400
2011-11-01 240.71938836610198
2011-12-01 241.18361820076302
2012-01-01 240.68144139297797
2012-02-01 241.42971070216400
2012-03-01 242.67210548692300
2012-04-01 241.52655621860000
2012-05-01 241.21240073461700
2012-06-01 240.50132418125400
2012-07-01 240.19363900132100
2012-08-01 239.84132532356100
2012-09-01 240.25515164131100
2012-10-01 240.87111353318900
2012-11-01 240.87557228227100
2012-12-01 240.33295960161300
2013-01-01 240.13196131674500
2013-02-01 241.14887037741600
2013-03-01 240.64308223028400
2013-04-01 240.39703568604400
2013-05-01 239.02019643642100
2013-06-01 240.37619175240798
2013-07-01 240.15317051894402
2013-08-01 238.98625222634800
2013-09-01 239.90369498816798
2013-10-01 239.92126450551700
2013-11-01 240.19815860843400
2013-12-01 240.56540525650502
2014-01-01 240.64124267057000
2014-02-01 239.96411925158100
2014-03-01 240.61250134138302
2014-04-01 240.53104204112202
2014-05-01 240.59971036828702
2014-06-01 241.10963586485500
2014-07-01 240.91352712598800
2014-08-01 239.55000339952400
2014-09-01 240.64911577729302
2014-10-01 240.64436408021302
2014-11-01 240.62456910384800
2014-12-01 240.67776654662600
2015-01-01 239.85669759403999
2015-02-01 238.48719037837600
2015-03-01 238.66896619574700
2015-04-01 239.02028002216800
2015-05-01 238.96140490512198
2015-06-01 238.67360712695500
2015-07-01 239.10125037310400
2015-08-01 239.53971242525300
2015-09-01 239.70146233383000
2015-10-01 240.29798060737400
2015-11-01 240.35881393433100
2015-12-01 239.94781317183998
2016-01-01 240.91670094235500
2016-02-01 241.65571795219200
2016-03-01 241.67653427976300
2016-04-01 242.53633403879903
2016-05-01 242.74308466068697
2016-06-01 242.15271709975500
2016-07-01 243.54241770062200
2016-08-01 243.92751399505403
2016-09-01 244.57633976651698
2016-10-01 244.28342704396098
2016-11-01 245.01370391084598
2016-12-01 245.14472143002700
2017-01-01 246.06450018897000
2017-02-01 246.60118784424400
2017-03-01 247.43384527992902
2017-04-01 247.63846762195800
2017-05-01 248.58694971646000
2017-06-01 248.25755517234000
2017-07-01 249.35211030098998
2017-08-01 249.55335213575400
2017-09-01 251.01385184237998
2017-10-01 251.87926814240300
2017-11-01 252.33002939435502
2017-12-01 253.53694287381802
2018-01-01 254.24760269512500
2018-02-01 254.94826916088200
2018-03-01 255.35718876527600
2018-04-01 255.84887050799702
2018-05-01 256.15098971181600
2018-06-01 255.60723760826800
2018-07-01 256.69510033497700
2018-08-01 257.34794998993000
2018-09-01 257.40942245976800
2018-10-01 258.67373894115900
2018-11-01 258.89754175810396
2018-12-01 259.21409095086200
2019-01-01 259.51505710162200
2019-02-01 259.28524652047300
2019-03-01 259.54029482201304
2019-04-01 259.33430061965900
2019-05-01 258.72057951838900
2019-06-01 258.65771992749800
2019-07-01 258.39470516324200
2019-08-01 259.00954457720500
2019-09-01 258.57730659988500
2019-10-01 258.43299561074400
2019-11-01 258.46880033497297
2019-12-01 258.84276977346600
2020-01-01 257.54167671521196
2020-02-01 257.79314824945400
2020-03-01 256.70164312957300
2020-04-01 227.74698044081300
2020-05-01 232.91478606431700
2020-06-01 241.60960566843800
2020-07-01 242.00084262212800
2020-08-01 244.03372790908900
2020-09-01 241.57445799472200
2020-10-01 240.52055949290002
2020-11-01 238.45987190666400
2020-12-01 235.50063227329602
2021-01-01 235.51214966783598
2021-02-01 236.22828744838800
2021-03-01 237.65616053541402
2021-04-01 238.01695276799900
2021-05-01 238.63148774981900
2021-06-01 238.39914968265000
2021-07-01 237.97332016959498
2021-08-01 237.70784755116800
2021-09-01 234.91093913924198
2021-10-01 237.66014547389702
2021-11-01 238.35844110998900
2021-12-01 238.52088715826800
2022-01-01 238.69500568003800
2022-02-01 238.63461002616800
2022-03-01 238.59501417298100
2022-04-01 238.92766869244700
2022-05-01 240.31635502185100
2022-06-01 238.48304770016000
2022-07-01 239.79328573728500
2022-08-01 239.91454685188000
2022-09-01 241.30568848150298
2022-10-01 241.70929971755902
2022-11-01 241.86238735490898
2022-12-01 242.63147561245603
2023-01-01 245.38171997907600
2023-02-01 245.03029191386200
2023-03-01 245.18922806329500
2023-04-01 245.47016580361200
2023-05-01 245.56749136815498
2023-06-01 246.24601574214500
2023-07-01 246.70968541185903
2023-08-01 248.06068778553700
2023-09-01 249.67560833832800
2023-10-01 250.72042865803400
2023-11-01 252.00676314145400
2023-12-01 252.32033099934299
2024-01-01 252.63714731160600
2024-02-01 253.05462460314200
2024-03-01 254.22795519997200
2024-04-01 254.62509324100700
2024-05-01 256.60900767676200
2024-06-01 259.51739087378700
2024-07-01 259.23251380602200
2024-08-01 259.79885702712300
2024-09-01 258.96174487097000
2024-10-01 259.34473904152600
2024-11-01 259.83042860294300
2024-12-01 261.02036097480600

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