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 2026-05-01 |
| Last Updated | 2026-06-24 9:51 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 | 162.589279580996 |
| 1990-02-01 | 162.750794434595 |
| 1990-03-01 | 162.842315400292 |
| 1990-04-01 | 163.523667863015 |
| 1990-05-01 | 163.849574040793 |
| 1990-06-01 | 164.359771554145 |
| 1990-07-01 | 164.415035551853 |
| 1990-08-01 | 164.352854710767 |
| 1990-09-01 | 164.583326616706 |
| 1990-10-01 | 168.043534976261 |
| 1990-11-01 | 168.368301826474 |
| 1990-12-01 | 168.459328406537 |
| 1991-01-01 | 167.437461979760 |
| 1991-02-01 | 168.249787955291 |
| 1991-03-01 | 168.703500353163 |
| 1991-04-01 | 169.152432421941 |
| 1991-05-01 | 169.635264199394 |
| 1991-06-01 | 169.822922931346 |
| 1991-07-01 | 170.114563297597 |
| 1991-08-01 | 170.646096684769 |
| 1991-09-01 | 171.283150538945 |
| 1991-10-01 | 171.573670140849 |
| 1991-11-01 | 172.045004279697 |
| 1991-12-01 | 172.748473024591 |
| 1992-01-01 | 173.300803707262 |
| 1992-02-01 | 173.318626010198 |
| 1992-03-01 | 173.910996134116 |
| 1992-04-01 | 175.675073944301 |
| 1992-05-01 | 176.418798127994 |
| 1992-06-01 | 176.837814142711 |
| 1992-07-01 | 177.161214574058 |
| 1992-08-01 | 176.857501244589 |
| 1992-09-01 | 177.618777452998 |
| 1992-10-01 | 178.880619650497 |
| 1992-11-01 | 178.519512269253 |
| 1992-12-01 | 178.535611019776 |
| 1993-01-01 | 181.383813884988 |
| 1993-02-01 | 181.567692962628 |
| 1993-03-01 | 181.598774459198 |
| 1993-04-01 | 181.113342251922 |
| 1993-05-01 | 180.851792607993 |
| 1993-06-01 | 181.674050346614 |
| 1993-07-01 | 182.508821757422 |
| 1993-08-01 | 183.061292484096 |
| 1993-09-01 | 183.543407578635 |
| 1993-10-01 | 184.379936773572 |
| 1993-11-01 | 184.219216436128 |
| 1993-12-01 | 184.332134440510 |
| 1994-01-01 | 184.517218602722 |
| 1994-02-01 | 184.922059502638 |
| 1994-03-01 | 185.061539343727 |
| 1994-04-01 | 185.701624619659 |
| 1994-05-01 | 185.735416234232 |
| 1994-06-01 | 186.270509351878 |
| 1994-07-01 | 186.892238323132 |
| 1994-08-01 | 188.004358255196 |
| 1994-09-01 | 188.254368510363 |
| 1994-10-01 | 185.713828111499 |
| 1994-11-01 | 186.176316745850 |
| 1994-12-01 | 186.785959290773 |
| 1995-01-01 | 186.969432000867 |
| 1995-02-01 | 187.229295016284 |
| 1995-03-01 | 187.924323736955 |
| 1995-04-01 | 187.457618260818 |
| 1995-05-01 | 187.793873417108 |
| 1995-06-01 | 188.219936863742 |
| 1995-07-01 | 187.149407974923 |
| 1995-08-01 | 187.949830115655 |
| 1995-09-01 | 188.389992893178 |
| 1995-10-01 | 187.836213774227 |
| 1995-11-01 | 188.431730087840 |
| 1995-12-01 | 189.003326122457 |
| 1996-01-01 | 189.609427293322 |
| 1996-02-01 | 189.834128279886 |
| 1996-03-01 | 189.956012491085 |
| 1996-04-01 | 190.688725562767 |
| 1996-05-01 | 189.979874619130 |
| 1996-06-01 | 189.660377435561 |
| 1996-07-01 | 189.240204003629 |
| 1996-08-01 | 189.439002309955 |
| 1996-09-01 | 189.447734488483 |
| 1996-10-01 | 190.271533855532 |
| 1996-11-01 | 190.309371761963 |
| 1996-12-01 | 190.290935360990 |
| 1997-01-01 | 190.311568110318 |
| 1997-02-01 | 190.985250372437 |
| 1997-03-01 | 191.423402440852 |
| 1997-04-01 | 191.088519951514 |
| 1997-05-01 | 190.890919660143 |
| 1997-06-01 | 190.677576504085 |
| 1997-07-01 | 192.445149280885 |
| 1997-08-01 | 193.440052171155 |
| 1997-09-01 | 194.145423986530 |
| 1997-10-01 | 194.441392707593 |
| 1997-11-01 | 195.044294867053 |
| 1997-12-01 | 195.631476455462 |
| 1998-01-01 | 196.090234205723 |
| 1998-02-01 | 196.131464946532 |
| 1998-03-01 | 196.252539349932 |
| 1998-04-01 | 196.881370051744 |
| 1998-05-01 | 197.661729692128 |
| 1998-06-01 | 197.688727984485 |
| 1998-07-01 | 198.338412901046 |
| 1998-08-01 | 197.956267294737 |
| 1998-09-01 | 198.109154003608 |
| 1998-10-01 | 198.875292863566 |
| 1998-11-01 | 199.126187225287 |
| 1998-12-01 | 199.651715614097 |
| 1999-01-01 | 197.151787083157 |
| 1999-02-01 | 198.160082213961 |
| 1999-03-01 | 199.607821179666 |
| 1999-04-01 | 200.389219809774 |
| 1999-05-01 | 200.720495764916 |
| 1999-06-01 | 200.907900891456 |
| 1999-07-01 | 200.515255779711 |
| 1999-08-01 | 201.152957367316 |
| 1999-09-01 | 200.779763150543 |
| 1999-10-01 | 200.695021685619 |
| 1999-11-01 | 201.260472041503 |
| 1999-12-01 | 200.773281281353 |
| 2000-01-01 | 201.979135115042 |
| 2000-02-01 | 202.358687404539 |
| 2000-03-01 | 202.006643698745 |
| 2000-04-01 | 202.705192611421 |
| 2000-05-01 | 202.665020792812 |
| 2000-06-01 | 202.238265762828 |
| 2000-07-01 | 203.939065731515 |
| 2000-08-01 | 204.339956832344 |
| 2000-09-01 | 205.294021364953 |
| 2000-10-01 | 205.933298588705 |
| 2000-11-01 | 206.342631629543 |
| 2000-12-01 | 206.175228108049 |
| 2001-01-01 | 206.233661044359 |
| 2001-02-01 | 206.574857721625 |
| 2001-03-01 | 207.024494671792 |
| 2001-04-01 | 207.027347883046 |
| 2001-05-01 | 205.678178673956 |
| 2001-06-01 | 208.019233329077 |
| 2001-07-01 | 208.640559436030 |
| 2001-08-01 | 208.533894949747 |
| 2001-09-01 | 208.745920908330 |
| 2001-10-01 | 207.191502890552 |
| 2001-11-01 | 208.076126652525 |
| 2001-12-01 | 208.737927226206 |
| 2002-01-01 | 212.659406565027 |
| 2002-02-01 | 212.797895889328 |
| 2002-03-01 | 213.261374352143 |
| 2002-04-01 | 212.646074764590 |
| 2002-05-01 | 213.217816950048 |
| 2002-06-01 | 213.425495627141 |
| 2002-07-01 | 212.898562353166 |
| 2002-08-01 | 213.571589533843 |
| 2002-09-01 | 213.647133242225 |
| 2002-10-01 | 213.362816327633 |
| 2002-11-01 | 213.233691143528 |
| 2002-12-01 | 209.594329824407 |
| 2003-01-01 | 217.920471309677 |
| 2003-02-01 | 217.664584807745 |
| 2003-03-01 | 217.438638017935 |
| 2003-04-01 | 217.017812964547 |
| 2003-05-01 | 217.025701888202 |
| 2003-06-01 | 217.729935955091 |
| 2003-07-01 | 216.777109927013 |
| 2003-08-01 | 216.759725909800 |
| 2003-09-01 | 216.928634590108 |
| 2003-10-01 | 217.943426372487 |
| 2003-11-01 | 218.129856342632 |
| 2003-12-01 | 218.041847498775 |
| 2004-01-01 | 218.395548362980 |
| 2004-02-01 | 218.087457834026 |
| 2004-03-01 | 218.627343887535 |
| 2004-04-01 | 219.385412315899 |
| 2004-05-01 | 219.637499994187 |
| 2004-06-01 | 220.428900157990 |
| 2004-07-01 | 220.870411822642 |
| 2004-08-01 | 220.351113495211 |
| 2004-09-01 | 220.650231417368 |
| 2004-10-01 | 221.124587485884 |
| 2004-11-01 | 221.829301573161 |
| 2004-12-01 | 221.932425570306 |
| 2005-01-01 | 224.058407647856 |
| 2005-02-01 | 223.947175945726 |
| 2005-03-01 | 224.022692333964 |
| 2005-04-01 | 224.806908718236 |
| 2005-05-01 | 224.290445224681 |
| 2005-06-01 | 225.634847534225 |
| 2005-07-01 | 226.487703643069 |
| 2005-08-01 | 226.963848953373 |
| 2005-09-01 | 226.913508570236 |
| 2005-10-01 | 226.958876484700 |
| 2005-11-01 | 227.377207067861 |
| 2005-12-01 | 228.275266797497 |
| 2006-01-01 | 228.082029875341 |
| 2006-02-01 | 228.620823117739 |
| 2006-03-01 | 228.777077394873 |
| 2006-04-01 | 228.768878750309 |
| 2006-05-01 | 228.887716337794 |
| 2006-06-01 | 228.862106637544 |
| 2006-07-01 | 229.141691471479 |
| 2006-08-01 | 229.469258932895 |
| 2006-09-01 | 230.336969770705 |
| 2006-10-01 | 230.108913458330 |
| 2006-11-01 | 230.352728205276 |
| 2006-12-01 | 230.725645098648 |
| 2007-01-01 | 229.732507087574 |
| 2007-02-01 | 230.691769188513 |
| 2007-03-01 | 231.579387673095 |
| 2007-04-01 | 231.537226541481 |
| 2007-05-01 | 232.221806649767 |
| 2007-06-01 | 232.769727553147 |
| 2007-07-01 | 233.153296362838 |
| 2007-08-01 | 233.407891616936 |
| 2007-09-01 | 233.575720897055 |
| 2007-10-01 | 234.889603377563 |
| 2007-11-01 | 234.376241046324 |
| 2007-12-01 | 234.459843832026 |
| 2008-01-01 | 233.690418576106 |
| 2008-02-01 | 235.586857322339 |
| 2008-03-01 | 235.605765893882 |
| 2008-04-01 | 236.290164596134 |
| 2008-05-01 | 236.422400181783 |
| 2008-06-01 | 236.227896596267 |
| 2008-07-01 | 236.643346452667 |
| 2008-08-01 | 237.371662303011 |
| 2008-09-01 | 238.035245409114 |
| 2008-10-01 | 238.284887995086 |
| 2008-11-01 | 238.584343583659 |
| 2008-12-01 | 238.283751276048 |
| 2009-01-01 | 238.257188822479 |
| 2009-02-01 | 238.171423252375 |
| 2009-03-01 | 238.450651505063 |
| 2009-04-01 | 239.108265016478 |
| 2009-05-01 | 239.797865467646 |
| 2009-06-01 | 239.851221245667 |
| 2009-07-01 | 241.103462352649 |
| 2009-08-01 | 240.262318079987 |
| 2009-09-01 | 240.053704866285 |
| 2009-10-01 | 239.988353606424 |
| 2009-11-01 | 240.345140321660 |
| 2009-12-01 | 241.225945113983 |
| 2010-01-01 | 241.390769551227 |
| 2010-02-01 | 240.093681613127 |
| 2010-03-01 | 241.198272255289 |
| 2010-04-01 | 241.482357996318 |
| 2010-05-01 | 241.962461919299 |
| 2010-06-01 | 243.439688330214 |
| 2010-07-01 | 244.509565680946 |
| 2010-08-01 | 244.022920670203 |
| 2010-09-01 | 243.919134848704 |
| 2010-10-01 | 244.463618596522 |
| 2010-11-01 | 243.466712319252 |
| 2010-12-01 | 244.379655553977 |
| 2011-01-01 | 245.515715195503 |
| 2011-02-01 | 245.164012039664 |
| 2011-03-01 | 245.486435947004 |
| 2011-04-01 | 245.421065162588 |
| 2011-05-01 | 245.893539749583 |
| 2011-06-01 | 247.914233293947 |
| 2011-07-01 | 246.910760391922 |
| 2011-08-01 | 247.415006177182 |
| 2011-09-01 | 247.537081846177 |
| 2011-10-01 | 247.470431776330 |
| 2011-11-01 | 247.716968629079 |
| 2011-12-01 | 248.133680286034 |
| 2012-01-01 | 247.506665417962 |
| 2012-02-01 | 248.442559652353 |
| 2012-03-01 | 249.578477711659 |
| 2012-04-01 | 248.443721718149 |
| 2012-05-01 | 248.227636609935 |
| 2012-06-01 | 247.448890303606 |
| 2012-07-01 | 247.269657706296 |
| 2012-08-01 | 246.770989807521 |
| 2012-09-01 | 247.280640858850 |
| 2012-10-01 | 247.897648172202 |
| 2012-11-01 | 247.853112688920 |
| 2012-12-01 | 247.397705390976 |
| 2013-01-01 | 247.342990764165 |
| 2013-02-01 | 247.928556841303 |
| 2013-03-01 | 247.750606678851 |
| 2013-04-01 | 247.446517397632 |
| 2013-05-01 | 245.932596143399 |
| 2013-06-01 | 247.412569044271 |
| 2013-07-01 | 247.025729873869 |
| 2013-08-01 | 246.228985278854 |
| 2013-09-01 | 247.001793525609 |
| 2013-10-01 | 246.906425346132 |
| 2013-11-01 | 247.236750371326 |
| 2013-12-01 | 247.624301692153 |
| 2014-01-01 | 247.661499697477 |
| 2014-02-01 | 246.946038654800 |
| 2014-03-01 | 247.625994073648 |
| 2014-04-01 | 247.582062579498 |
| 2014-05-01 | 247.721910770249 |
| 2014-06-01 | 248.267197810923 |
| 2014-07-01 | 248.073891140403 |
| 2014-08-01 | 246.744992597398 |
| 2014-09-01 | 247.642082558156 |
| 2014-10-01 | 247.758147969684 |
| 2014-11-01 | 247.747752718758 |
| 2014-12-01 | 247.639162450764 |
| 2015-01-01 | 246.793046398065 |
| 2015-02-01 | 245.379246088502 |
| 2015-03-01 | 245.679920586425 |
| 2015-04-01 | 246.058226331443 |
| 2015-05-01 | 245.995746579531 |
| 2015-06-01 | 245.763458879794 |
| 2015-07-01 | 246.260260563113 |
| 2015-08-01 | 246.665183645274 |
| 2015-09-01 | 246.786134753740 |
| 2015-10-01 | 247.253037406182 |
| 2015-11-01 | 247.386284842064 |
| 2015-12-01 | 246.999539275722 |
| 2016-01-01 | 248.048989847638 |
| 2016-02-01 | 248.578995905180 |
| 2016-03-01 | 248.759216094336 |
| 2016-04-01 | 249.652795937922 |
| 2016-05-01 | 249.763567523489 |
| 2016-06-01 | 249.226573619790 |
| 2016-07-01 | 250.490503843599 |
| 2016-08-01 | 250.901645112008 |
| 2016-09-01 | 251.668320501828 |
| 2016-10-01 | 251.442280307034 |
| 2016-11-01 | 252.038632760926 |
| 2016-12-01 | 252.204647413628 |
| 2017-01-01 | 252.986585565884 |
| 2017-02-01 | 253.607482254126 |
| 2017-03-01 | 254.403400725998 |
| 2017-04-01 | 254.550443697381 |
| 2017-05-01 | 255.596233087763 |
| 2017-06-01 | 255.294861133255 |
| 2017-07-01 | 256.403889767894 |
| 2017-08-01 | 256.410613633987 |
| 2017-09-01 | 258.028690656293 |
| 2017-10-01 | 258.764369968256 |
| 2017-11-01 | 259.241561924644 |
| 2017-12-01 | 260.410033992662 |
| 2018-01-01 | 261.193956841121 |
| 2018-02-01 | 261.949434343594 |
| 2018-03-01 | 262.425521139402 |
| 2018-04-01 | 262.837048002529 |
| 2018-05-01 | 263.161611297850 |
| 2018-06-01 | 262.890211082464 |
| 2018-07-01 | 263.658966595425 |
| 2018-08-01 | 264.343282284962 |
| 2018-09-01 | 264.483290868517 |
| 2018-10-01 | 265.715868785670 |
| 2018-11-01 | 266.003494429415 |
| 2018-12-01 | 266.225321769005 |
| 2019-01-01 | 266.302196342059 |
| 2019-02-01 | 266.284085424208 |
| 2019-03-01 | 266.442941270315 |
| 2019-04-01 | 266.310965190563 |
| 2019-05-01 | 265.682139831324 |
| 2019-06-01 | 265.757114026657 |
| 2019-07-01 | 265.516414068407 |
| 2019-08-01 | 265.960168146271 |
| 2019-09-01 | 265.513398368261 |
| 2019-10-01 | 265.341574220352 |
| 2019-11-01 | 265.510707201573 |
| 2019-12-01 | 265.693770087847 |
| 2020-01-01 | 264.132311771698 |
| 2020-02-01 | 264.609857803626 |
| 2020-03-01 | 263.390383306336 |
| 2020-04-01 | 234.090818406783 |
| 2020-05-01 | 239.328658059947 |
| 2020-06-01 | 248.352085662192 |
| 2020-07-01 | 248.494197772827 |
| 2020-08-01 | 250.540369151586 |
| 2020-09-01 | 247.954538304531 |
| 2020-10-01 | 247.079575073511 |
| 2020-11-01 | 244.793498456431 |
| 2020-12-01 | 241.899870081157 |
| 2021-01-01 | 241.410039396510 |
| 2021-02-01 | 242.424791345039 |
| 2021-03-01 | 243.981973083020 |
| 2021-04-01 | 244.315531211478 |
| 2021-05-01 | 244.996584446034 |
| 2021-06-01 | 244.956845662480 |
| 2021-07-01 | 244.368768966768 |
| 2021-08-01 | 244.187098162462 |
| 2021-09-01 | 241.399222094544 |
| 2021-10-01 | 244.143999578681 |
| 2021-11-01 | 245.035047582328 |
| 2021-12-01 | 244.953107756531 |
| 2022-01-01 | 244.484746640607 |
| 2022-02-01 | 244.714368078359 |
| 2022-03-01 | 244.884578726323 |
| 2022-04-01 | 245.197382208590 |
| 2022-05-01 | 246.739507552539 |
| 2022-06-01 | 245.243870531557 |
| 2022-07-01 | 246.406916617847 |
| 2022-08-01 | 246.612005063300 |
| 2022-09-01 | 247.689359066043 |
| 2022-10-01 | 248.314464873965 |
| 2022-11-01 | 248.485225841383 |
| 2022-12-01 | 249.202275679619 |
| 2023-01-01 | 250.780649598447 |
| 2023-02-01 | 250.848334263643 |
| 2023-03-01 | 251.315741523797 |
| 2023-04-01 | 251.852471554989 |
| 2023-05-01 | 252.601997830847 |
| 2023-06-01 | 253.758605073277 |
| 2023-07-01 | 254.394777946239 |
| 2023-08-01 | 255.560221485731 |
| 2023-09-01 | 256.413181435636 |
| 2023-10-01 | 257.410765767216 |
| 2023-11-01 | 258.043307212898 |
| 2023-12-01 | 258.848750214723 |
| 2024-01-01 | 259.688790853263 |
| 2024-02-01 | 260.358953533005 |
| 2024-03-01 | 260.844846015447 |
| 2024-04-01 | 261.742156916708 |
| 2024-05-01 | 261.566739083974 |
| 2024-06-01 | 263.100585214334 |
| 2024-07-01 | 263.794719754899 |
| 2024-08-01 | 263.264314992367 |
| 2024-09-01 | 264.985711237485 |
| 2024-10-01 | 265.531649602264 |
| 2024-11-01 | 266.129024006775 |
| 2024-12-01 | 266.471940224482 |
| 2025-01-01 | 266.853299938730 |
| 2025-02-01 | 267.995524147136 |
| 2025-03-01 | 267.746899968465 |
| 2025-04-01 | 268.001572957165 |
| 2025-05-01 | 267.077969219001 |
| 2025-06-01 | 267.963808003041 |
| 2025-07-01 | 267.413152278910 |
| 2025-08-01 | 269.010851522722 |
| 2025-09-01 | 269.240024691601 |
| 2025-10-01 | 269.247200426812 |
| 2025-11-01 | 269.856738391504 |
| 2025-12-01 | 270.752961064188 |
| 2026-01-01 | 271.618904776670 |
| 2026-02-01 | 269.740609996258 |
| 2026-03-01 | 271.198901531448 |
| 2026-04-01 | 271.283080754063 |
| 2026-05-01 | 272.182977930338 |