Table Data - All Employees: Education and Health Services: Hospitals in Pennsylvania
| Title | All Employees: Education and Health Services: Hospitals in Pennsylvania |
|---|---|
| Series ID | SMU42000006562200001SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 9:57 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 | 249.177834508935 |
| 1990-02-01 | 250.394096359683 |
| 1990-03-01 | 250.691315316699 |
| 1990-04-01 | 248.989680850784 |
| 1990-05-01 | 249.811781563195 |
| 1990-06-01 | 250.336633416773 |
| 1990-07-01 | 252.138407886308 |
| 1990-08-01 | 253.312811083746 |
| 1990-09-01 | 253.652963058135 |
| 1990-10-01 | 254.885970371344 |
| 1990-11-01 | 255.640312000630 |
| 1990-12-01 | 255.756552881720 |
| 1991-01-01 | 255.938721323643 |
| 1991-02-01 | 256.241994655431 |
| 1991-03-01 | 256.368149530611 |
| 1991-04-01 | 257.344086364375 |
| 1991-05-01 | 257.934875469752 |
| 1991-06-01 | 259.443339126458 |
| 1991-07-01 | 261.244894557736 |
| 1991-08-01 | 263.023626561004 |
| 1991-09-01 | 262.731644532442 |
| 1991-10-01 | 262.752442015861 |
| 1991-11-01 | 263.482471632302 |
| 1991-12-01 | 264.351771874404 |
| 1992-01-01 | 264.955216584778 |
| 1992-02-01 | 265.458786818208 |
| 1992-03-01 | 266.283198926896 |
| 1992-04-01 | 267.468658965931 |
| 1992-05-01 | 268.309696602389 |
| 1992-06-01 | 268.862031070565 |
| 1992-07-01 | 268.581901350623 |
| 1992-08-01 | 269.404451302564 |
| 1992-09-01 | 269.079863126637 |
| 1992-10-01 | 269.921195965005 |
| 1992-11-01 | 270.057662694562 |
| 1992-12-01 | 269.671402291220 |
| 1993-01-01 | 271.231827338966 |
| 1993-02-01 | 270.625795271320 |
| 1993-03-01 | 270.214398334832 |
| 1993-04-01 | 268.964968308969 |
| 1993-05-01 | 268.692554634891 |
| 1993-06-01 | 268.093908536222 |
| 1993-07-01 | 267.044742970330 |
| 1993-08-01 | 266.071623820261 |
| 1993-09-01 | 266.184608710023 |
| 1993-10-01 | 265.855468289401 |
| 1993-11-01 | 265.275990434944 |
| 1993-12-01 | 264.856444936634 |
| 1994-01-01 | 264.149491787729 |
| 1994-02-01 | 263.871514114403 |
| 1994-03-01 | 262.892201555795 |
| 1994-04-01 | 264.486774408323 |
| 1994-05-01 | 263.736943589658 |
| 1994-06-01 | 263.191119172809 |
| 1994-07-01 | 262.390736280425 |
| 1994-08-01 | 261.605356537636 |
| 1994-09-01 | 261.381512354957 |
| 1994-10-01 | 259.616066165145 |
| 1994-11-01 | 259.178077738570 |
| 1994-12-01 | 258.545652892161 |
| 1995-01-01 | 255.908337573912 |
| 1995-02-01 | 256.317498354130 |
| 1995-03-01 | 256.338934527396 |
| 1995-04-01 | 255.129557500765 |
| 1995-05-01 | 254.520229333240 |
| 1995-06-01 | 254.036107753306 |
| 1995-07-01 | 253.005370339319 |
| 1995-08-01 | 253.442489798756 |
| 1995-09-01 | 253.552319742908 |
| 1995-10-01 | 253.544234942991 |
| 1995-11-01 | 253.299223538835 |
| 1995-12-01 | 253.211340354376 |
| 1996-01-01 | 254.839601407761 |
| 1996-02-01 | 255.648759502706 |
| 1996-03-01 | 255.009614066893 |
| 1996-04-01 | 254.050349098004 |
| 1996-05-01 | 252.636942084012 |
| 1996-06-01 | 252.712257631121 |
| 1996-07-01 | 254.437949895176 |
| 1996-08-01 | 253.624861927700 |
| 1996-09-01 | 253.390511965132 |
| 1996-10-01 | 253.954847502710 |
| 1996-11-01 | 254.362414007496 |
| 1996-12-01 | 254.363334590182 |
| 1997-01-01 | 252.707180320484 |
| 1997-02-01 | 253.320178326996 |
| 1997-03-01 | 253.135622359337 |
| 1997-04-01 | 254.822147406007 |
| 1997-05-01 | 253.863909053859 |
| 1997-06-01 | 254.185413980102 |
| 1997-07-01 | 254.394170507390 |
| 1997-08-01 | 255.575252191239 |
| 1997-09-01 | 255.857496350074 |
| 1997-10-01 | 255.903041938942 |
| 1997-11-01 | 255.422895107236 |
| 1997-12-01 | 255.623712781574 |
| 1998-01-01 | 257.011216013612 |
| 1998-02-01 | 255.720382900602 |
| 1998-03-01 | 254.867244331979 |
| 1998-04-01 | 255.326868603369 |
| 1998-05-01 | 255.904884636354 |
| 1998-06-01 | 255.488081919113 |
| 1998-07-01 | 252.360134212499 |
| 1998-08-01 | 251.441479605198 |
| 1998-09-01 | 250.660503813454 |
| 1998-10-01 | 251.306152679802 |
| 1998-11-01 | 251.574991122420 |
| 1998-12-01 | 251.423896029389 |
| 1999-01-01 | 251.491666715087 |
| 1999-02-01 | 251.591066954155 |
| 1999-03-01 | 252.866842403577 |
| 1999-04-01 | 252.808734970389 |
| 1999-05-01 | 253.530187687761 |
| 1999-06-01 | 253.162296729837 |
| 1999-07-01 | 253.676906517554 |
| 1999-08-01 | 252.437885638422 |
| 1999-09-01 | 254.287271708386 |
| 1999-10-01 | 254.097648206916 |
| 1999-11-01 | 254.142843355933 |
| 1999-12-01 | 254.284221217483 |
| 2000-01-01 | 255.328715682000 |
| 2000-02-01 | 254.785439972533 |
| 2000-03-01 | 254.847113843568 |
| 2000-04-01 | 254.248206234020 |
| 2000-05-01 | 253.780199072090 |
| 2000-06-01 | 252.771567996495 |
| 2000-07-01 | 253.982399454105 |
| 2000-08-01 | 254.953146502857 |
| 2000-09-01 | 255.597915158854 |
| 2000-10-01 | 255.494179841873 |
| 2000-11-01 | 255.551708190521 |
| 2000-12-01 | 255.250043778869 |
| 2001-01-01 | 255.333585158922 |
| 2001-02-01 | 255.476312248552 |
| 2001-03-01 | 255.403121502405 |
| 2001-04-01 | 255.151424585759 |
| 2001-05-01 | 255.245974868093 |
| 2001-06-01 | 255.814423457982 |
| 2001-07-01 | 255.930574013497 |
| 2001-08-01 | 256.249577203806 |
| 2001-09-01 | 256.545996947850 |
| 2001-10-01 | 256.352743537133 |
| 2001-11-01 | 257.094152291245 |
| 2001-12-01 | 257.656661900434 |
| 2002-01-01 | 257.601326088773 |
| 2002-02-01 | 258.313125301437 |
| 2002-03-01 | 258.367486910321 |
| 2002-04-01 | 258.312272878234 |
| 2002-05-01 | 258.312718097150 |
| 2002-06-01 | 258.017191932997 |
| 2002-07-01 | 257.266220112990 |
| 2002-08-01 | 256.294284954241 |
| 2002-09-01 | 255.073868241621 |
| 2002-10-01 | 254.639778885986 |
| 2002-11-01 | 254.215446907036 |
| 2002-12-01 | 253.452494410976 |
| 2003-01-01 | 254.465214053037 |
| 2003-02-01 | 254.481807087340 |
| 2003-03-01 | 254.828767221091 |
| 2003-04-01 | 254.302387485559 |
| 2003-05-01 | 253.737474975300 |
| 2003-06-01 | 253.971603521823 |
| 2003-07-01 | 253.903615827770 |
| 2003-08-01 | 253.097148060762 |
| 2003-09-01 | 252.806507141374 |
| 2003-10-01 | 254.059520391433 |
| 2003-11-01 | 254.298156524848 |
| 2003-12-01 | 254.544704753150 |
| 2004-01-01 | 254.528510223870 |
| 2004-02-01 | 254.596810346279 |
| 2004-03-01 | 254.877848425168 |
| 2004-04-01 | 255.717845674355 |
| 2004-05-01 | 256.558433041017 |
| 2004-06-01 | 256.895249442091 |
| 2004-07-01 | 257.480889581870 |
| 2004-08-01 | 257.883248145426 |
| 2004-09-01 | 258.292699567412 |
| 2004-10-01 | 258.645756564074 |
| 2004-11-01 | 259.176466516926 |
| 2004-12-01 | 259.150058951307 |
| 2005-01-01 | 258.654691329851 |
| 2005-02-01 | 259.404534213791 |
| 2005-03-01 | 259.677693918785 |
| 2005-04-01 | 260.278321384087 |
| 2005-05-01 | 260.473846415493 |
| 2005-06-01 | 260.546315898115 |
| 2005-07-01 | 261.346449987777 |
| 2005-08-01 | 261.855120094700 |
| 2005-09-01 | 262.454207955020 |
| 2005-10-01 | 262.039213635390 |
| 2005-11-01 | 262.155389746196 |
| 2005-12-01 | 262.280736662593 |
| 2006-01-01 | 262.859410504086 |
| 2006-02-01 | 263.258877089129 |
| 2006-03-01 | 263.498318503385 |
| 2006-04-01 | 263.655619542124 |
| 2006-05-01 | 263.873865477152 |
| 2006-06-01 | 264.409820321512 |
| 2006-07-01 | 264.672576524476 |
| 2006-08-01 | 265.054129764733 |
| 2006-09-01 | 265.730718248605 |
| 2006-10-01 | 265.887920677462 |
| 2006-11-01 | 265.957623583553 |
| 2006-12-01 | 266.510026879019 |
| 2007-01-01 | 266.243474743505 |
| 2007-02-01 | 266.552205830749 |
| 2007-03-01 | 266.726349353280 |
| 2007-04-01 | 267.228866123538 |
| 2007-05-01 | 266.939406837354 |
| 2007-06-01 | 267.874510219397 |
| 2007-07-01 | 268.145411951483 |
| 2007-08-01 | 268.607965904687 |
| 2007-09-01 | 268.927043272518 |
| 2007-10-01 | 269.301963367854 |
| 2007-11-01 | 269.587524028892 |
| 2007-12-01 | 269.926949466854 |
| 2008-01-01 | 270.311973241142 |
| 2008-02-01 | 270.511205872207 |
| 2008-03-01 | 270.987181692450 |
| 2008-04-01 | 271.132482115714 |
| 2008-05-01 | 271.486525383348 |
| 2008-06-01 | 271.967808809322 |
| 2008-07-01 | 272.539524185697 |
| 2008-08-01 | 272.334430856056 |
| 2008-09-01 | 272.141227430240 |
| 2008-10-01 | 272.263898835955 |
| 2008-11-01 | 271.992221644052 |
| 2008-12-01 | 271.523031677361 |
| 2009-01-01 | 271.590216642978 |
| 2009-02-01 | 271.371035254603 |
| 2009-03-01 | 270.709311321349 |
| 2009-04-01 | 269.991021796110 |
| 2009-05-01 | 269.916045969525 |
| 2009-06-01 | 269.383758141745 |
| 2009-07-01 | 268.442240405909 |
| 2009-08-01 | 267.814499618278 |
| 2009-09-01 | 267.152268970020 |
| 2009-10-01 | 266.621606453350 |
| 2009-11-01 | 266.463033147387 |
| 2009-12-01 | 266.422722358059 |
| 2010-01-01 | 266.203150800244 |
| 2010-02-01 | 265.742703741170 |
| 2010-03-01 | 265.933932824945 |
| 2010-04-01 | 264.203297389090 |
| 2010-05-01 | 265.433396285284 |
| 2010-06-01 | 264.915221593330 |
| 2010-07-01 | 265.028036226655 |
| 2010-08-01 | 265.228169039406 |
| 2010-09-01 | 265.262521151176 |
| 2010-10-01 | 265.073332703128 |
| 2010-11-01 | 265.108750169912 |
| 2010-12-01 | 265.296477938669 |
| 2011-01-01 | 265.661698890157 |
| 2011-02-01 | 265.748097988544 |
| 2011-03-01 | 266.056039437844 |
| 2011-04-01 | 266.402179405881 |
| 2011-05-01 | 266.464987317920 |
| 2011-06-01 | 266.642099913870 |
| 2011-07-01 | 267.289047908913 |
| 2011-08-01 | 267.749391206823 |
| 2011-09-01 | 268.254386871944 |
| 2011-10-01 | 268.693294271777 |
| 2011-11-01 | 269.358744520313 |
| 2011-12-01 | 269.558726590387 |
| 2012-01-01 | 269.656644020449 |
| 2012-02-01 | 270.083167331970 |
| 2012-03-01 | 270.313803686327 |
| 2012-04-01 | 270.478464691406 |
| 2012-05-01 | 270.702671577586 |
| 2012-06-01 | 270.957982413106 |
| 2012-07-01 | 270.919207324675 |
| 2012-08-01 | 271.157845582593 |
| 2012-09-01 | 271.557664024326 |
| 2012-10-01 | 271.901573811407 |
| 2012-11-01 | 271.910750108027 |
| 2012-12-01 | 271.921295306717 |
| 2013-01-01 | 272.148475546657 |
| 2013-02-01 | 272.321521450073 |
| 2013-03-01 | 272.385935889297 |
| 2013-04-01 | 272.493732856384 |
| 2013-05-01 | 272.555028787148 |
| 2013-06-01 | 272.550532650637 |
| 2013-07-01 | 272.335118724554 |
| 2013-08-01 | 271.937899498485 |
| 2013-09-01 | 271.760168989357 |
| 2013-10-01 | 271.584804696816 |
| 2013-11-01 | 271.600061800806 |
| 2013-12-01 | 271.636905676473 |
| 2014-01-01 | 271.184080824220 |
| 2014-02-01 | 271.015416643780 |
| 2014-03-01 | 271.283217901747 |
| 2014-04-01 | 271.047800860038 |
| 2014-05-01 | 270.926543758975 |
| 2014-06-01 | 270.113816633306 |
| 2014-07-01 | 270.571992403302 |
| 2014-08-01 | 270.277997429743 |
| 2014-09-01 | 270.064756616229 |
| 2014-10-01 | 269.791773851962 |
| 2014-11-01 | 269.616556309755 |
| 2014-12-01 | 269.359518959143 |
| 2015-01-01 | 268.566720133318 |
| 2015-02-01 | 268.350668720575 |
| 2015-03-01 | 268.395928400692 |
| 2015-04-01 | 268.639093877916 |
| 2015-05-01 | 269.030147320910 |
| 2015-06-01 | 268.080366025086 |
| 2015-07-01 | 268.145931701142 |
| 2015-08-01 | 267.972056145957 |
| 2015-09-01 | 267.938920559275 |
| 2015-10-01 | 268.112474488916 |
| 2015-11-01 | 268.054550017625 |
| 2015-12-01 | 267.984080824162 |
| 2016-01-01 | 268.025700199784 |
| 2016-02-01 | 267.866044870730 |
| 2016-03-01 | 267.895910042422 |
| 2016-04-01 | 267.858514366808 |
| 2016-05-01 | 268.168931931972 |
| 2016-06-01 | 267.535373471497 |
| 2016-07-01 | 268.545608426613 |
| 2016-08-01 | 268.505829551143 |
| 2016-09-01 | 269.233805205294 |
| 2016-10-01 | 269.037432272512 |
| 2016-11-01 | 269.088922782688 |
| 2016-12-01 | 269.296957627860 |
| 2017-01-01 | 270.077062355707 |
| 2017-02-01 | 270.379479735121 |
| 2017-03-01 | 270.693051209025 |
| 2017-04-01 | 270.935444453949 |
| 2017-05-01 | 271.127793942184 |
| 2017-06-01 | 271.684972900132 |
| 2017-07-01 | 271.610297971723 |
| 2017-08-01 | 272.212370572480 |
| 2017-09-01 | 272.494436279165 |
| 2017-10-01 | 272.571474594860 |
| 2017-11-01 | 272.855209974529 |
| 2017-12-01 | 272.882443706323 |
| 2018-01-01 | 273.256638628946 |
| 2018-02-01 | 273.736699118509 |
| 2018-03-01 | 273.175448237914 |
| 2018-04-01 | 273.594993289583 |
| 2018-05-01 | 273.307404649407 |
| 2018-06-01 | 273.161527739706 |
| 2018-07-01 | 272.912289130809 |
| 2018-08-01 | 273.205797281355 |
| 2018-09-01 | 273.777603470047 |
| 2018-10-01 | 273.900171029756 |
| 2018-11-01 | 274.193794666917 |
| 2018-12-01 | 274.351092063960 |
| 2019-01-01 | 274.033248377903 |
| 2019-02-01 | 274.248546266289 |
| 2019-03-01 | 274.801658852557 |
| 2019-04-01 | 274.342600685088 |
| 2019-05-01 | 274.671603653972 |
| 2019-06-01 | 274.791684822572 |
| 2019-07-01 | 274.220246718271 |
| 2019-08-01 | 275.049565957027 |
| 2019-09-01 | 273.928281367545 |
| 2019-10-01 | 274.404105234463 |
| 2019-11-01 | 274.451394617705 |
| 2019-12-01 | 274.506474518955 |
| 2020-01-01 | 274.796999930524 |
| 2020-02-01 | 274.709012281716 |
| 2020-03-01 | 274.828333300162 |
| 2020-04-01 | 265.154915915205 |
| 2020-05-01 | 264.839842909284 |
| 2020-06-01 | 266.554584899415 |
| 2020-07-01 | 267.599399637244 |
| 2020-08-01 | 266.931708693284 |
| 2020-09-01 | 266.833995933541 |
| 2020-10-01 | 265.755701780991 |
| 2020-11-01 | 265.360472289580 |
| 2020-12-01 | 265.722549388207 |
| 2021-01-01 | 264.989380272748 |
| 2021-02-01 | 265.373095356590 |
| 2021-03-01 | 265.253918181390 |
| 2021-04-01 | 265.191364401240 |
| 2021-05-01 | 263.974528417308 |
| 2021-06-01 | 263.016019022704 |
| 2021-07-01 | 263.683414975031 |
| 2021-08-01 | 262.397098993917 |
| 2021-09-01 | 260.532002270072 |
| 2021-10-01 | 262.126986024599 |
| 2021-11-01 | 262.378956090991 |
| 2021-12-01 | 261.857165393236 |
| 2022-01-01 | 261.634753884220 |
| 2022-02-01 | 261.175608454732 |
| 2022-03-01 | 261.117365475416 |
| 2022-04-01 | 261.807165825371 |
| 2022-05-01 | 262.911022283963 |
| 2022-06-01 | 261.579582256819 |
| 2022-07-01 | 263.960135902153 |
| 2022-08-01 | 264.101113000542 |
| 2022-09-01 | 265.120198403776 |
| 2022-10-01 | 265.598514139794 |
| 2022-11-01 | 265.425010207578 |
| 2022-12-01 | 266.390948427414 |
| 2023-01-01 | 267.143824142499 |
| 2023-02-01 | 267.540878280085 |
| 2023-03-01 | 267.766560365377 |
| 2023-04-01 | 268.524871917500 |
| 2023-05-01 | 268.889547362685 |
| 2023-06-01 | 270.044060042306 |
| 2023-07-01 | 270.915654447212 |
| 2023-08-01 | 271.944818223620 |
| 2023-09-01 | 272.717199847975 |
| 2023-10-01 | 273.607005909388 |
| 2023-11-01 | 274.188280079446 |
| 2023-12-01 | 274.163502051847 |
| 2024-01-01 | 275.183201982743 |
| 2024-02-01 | 275.859002310336 |
| 2024-03-01 | 277.070295977743 |
| 2024-04-01 | 277.431369159736 |
| 2024-05-01 | 278.274305360019 |
| 2024-06-01 | 278.701417449019 |
| 2024-07-01 | 278.631761338373 |
| 2024-08-01 | 278.744825465402 |
| 2024-09-01 | 279.062892472307 |
| 2024-10-01 | 279.018170328649 |
| 2024-11-01 | 279.718475537822 |
| 2024-12-01 | 280.023099582249 |
| 2025-01-01 | 280.769963859461 |
| 2025-02-01 | 280.796870026662 |
| 2025-03-01 | 280.472085087482 |
| 2025-04-01 | 279.849314189930 |
| 2025-05-01 | 279.831851026650 |
| 2025-06-01 | 281.144434764260 |
| 2025-07-01 | 280.132120875132 |
| 2025-08-01 | 279.916565739278 |
| 2025-09-01 | 280.553488413264 |
| 2025-10-01 | 281.373090655650 |
| 2025-11-01 | 281.689804850865 |
| 2025-12-01 | 282.158253906905 |
| 2026-01-01 | 282.022124178616 |
| 2026-02-01 | 281.925165227194 |
| 2026-03-01 | 282.394626215415 |
| 2026-04-01 | 283.041177179473 |
| 2026-05-01 | 283.621404450443 |
| 2026-06-01 | 282.991689317987 |