Table Data - All Employees: Education and Health Services: Hospitals in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Education and Health Services: Hospitals in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | SMU42109006562200001SA |
| 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 4:54 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 | 14.157860621235399 |
| 1990-02-01 | 14.167236905452400 |
| 1990-03-01 | 14.144228686425200 |
| 1990-04-01 | 14.218393286099902 |
| 1990-05-01 | 14.262847734015100 |
| 1990-06-01 | 14.246090054412198 |
| 1990-07-01 | 14.276026347036700 |
| 1990-08-01 | 14.315843800738199 |
| 1990-09-01 | 14.359653603792200 |
| 1990-10-01 | 14.391084822530699 |
| 1990-11-01 | 14.406100202193198 |
| 1990-12-01 | 14.459824039931100 |
| 1991-01-01 | 14.354350195589198 |
| 1991-02-01 | 14.462453030399600 |
| 1991-03-01 | 14.435844058391700 |
| 1991-04-01 | 14.923123099773500 |
| 1991-05-01 | 14.976562218661302 |
| 1991-06-01 | 14.942956657813600 |
| 1991-07-01 | 14.973156864835200 |
| 1991-08-01 | 14.920477136365600 |
| 1991-09-01 | 14.863608196690901 |
| 1991-10-01 | 14.798372293376401 |
| 1991-11-01 | 14.809520359566400 |
| 1991-12-01 | 14.569068630153300 |
| 1992-01-01 | 14.446993504208400 |
| 1992-02-01 | 14.348035254677500 |
| 1992-03-01 | 14.211775546117599 |
| 1992-04-01 | 14.306887560334100 |
| 1992-05-01 | 14.271398727634699 |
| 1992-06-01 | 14.235427695575100 |
| 1992-07-01 | 13.786480423947400 |
| 1992-08-01 | 13.842331599350800 |
| 1992-09-01 | 13.870710448979500 |
| 1992-10-01 | 14.123250976068300 |
| 1992-11-01 | 14.019050106926699 |
| 1992-12-01 | 14.089416120145700 |
| 1993-01-01 | 14.440298637031100 |
| 1993-02-01 | 14.031368046964701 |
| 1993-03-01 | 14.284203296549402 |
| 1993-04-01 | 14.089488552382100 |
| 1993-05-01 | 14.062612429887100 |
| 1993-06-01 | 14.127002535704000 |
| 1993-07-01 | 13.987711466381700 |
| 1993-08-01 | 13.961173872387100 |
| 1993-09-01 | 13.882468345024199 |
| 1993-10-01 | 13.850146618852800 |
| 1993-11-01 | 13.827115722801800 |
| 1993-12-01 | 13.814039823593500 |
| 1994-01-01 | 14.030408150274100 |
| 1994-02-01 | 13.913940525238399 |
| 1994-03-01 | 13.853453324055900 |
| 1994-04-01 | 13.871950577122300 |
| 1994-05-01 | 13.746362173013000 |
| 1994-06-01 | 13.616471270225198 |
| 1994-07-01 | 13.788774367144100 |
| 1994-08-01 | 13.778461640016301 |
| 1994-09-01 | 13.798960232180100 |
| 1994-10-01 | 13.775916825829100 |
| 1994-11-01 | 13.737283092779900 |
| 1994-12-01 | 13.741943577987302 |
| 1995-01-01 | 13.726086000965200 |
| 1995-02-01 | 13.697033956235002 |
| 1995-03-01 | 13.628593712770000 |
| 1995-04-01 | 13.449189080967300 |
| 1995-05-01 | 13.423021005907100 |
| 1995-06-01 | 13.312119240915802 |
| 1995-07-01 | 13.186697457743600 |
| 1995-08-01 | 13.288365292748400 |
| 1995-09-01 | 13.415534383006499 |
| 1995-10-01 | 13.296084340103800 |
| 1995-11-01 | 13.357526854406900 |
| 1995-12-01 | 13.270333211995098 |
| 1996-01-01 | 13.121844095710198 |
| 1996-02-01 | 13.081923129465801 |
| 1996-03-01 | 13.110315976156400 |
| 1996-04-01 | 13.338455692347300 |
| 1996-05-01 | 13.299451311651199 |
| 1996-06-01 | 13.312590496637002 |
| 1996-07-01 | 13.082435614946801 |
| 1996-08-01 | 13.188731136840500 |
| 1996-09-01 | 13.118544934704499 |
| 1996-10-01 | 13.210497200052100 |
| 1996-11-01 | 13.277729163300100 |
| 1996-12-01 | 13.292833964941302 |
| 1997-01-01 | 13.419452886258800 |
| 1997-02-01 | 13.481563431712699 |
| 1997-03-01 | 13.499529911791699 |
| 1997-04-01 | 13.529121131661400 |
| 1997-05-01 | 13.480736747785300 |
| 1997-06-01 | 13.508131562134100 |
| 1997-07-01 | 13.574787669078100 |
| 1997-08-01 | 13.579430685928200 |
| 1997-09-01 | 13.518437526063499 |
| 1997-10-01 | 13.618632815973100 |
| 1997-11-01 | 13.594770868953900 |
| 1997-12-01 | 13.615347117166300 |
| 1998-01-01 | 13.610463333815998 |
| 1998-02-01 | 13.889890075875199 |
| 1998-03-01 | 13.703984919516900 |
| 1998-04-01 | 13.621846460066800 |
| 1998-05-01 | 13.773624907536800 |
| 1998-06-01 | 13.494779654017599 |
| 1998-07-01 | 13.576794369036300 |
| 1998-08-01 | 13.464351634225900 |
| 1998-09-01 | 13.408825219006100 |
| 1998-10-01 | 13.320846085553200 |
| 1998-11-01 | 13.204435615250200 |
| 1998-12-01 | 13.227262286577401 |
| 1999-01-01 | 13.208333469998697 |
| 1999-02-01 | 13.207707653203800 |
| 1999-03-01 | 13.122211965892400 |
| 1999-04-01 | 13.014416519048000 |
| 1999-05-01 | 12.967017627406600 |
| 1999-06-01 | 12.877012872760801 |
| 1999-07-01 | 12.782695779713200 |
| 1999-08-01 | 12.855300917372400 |
| 1999-09-01 | 12.897661233304401 |
| 1999-10-01 | 12.816252285628400 |
| 1999-11-01 | 12.805572218239000 |
| 1999-12-01 | 12.825836388041198 |
| 2000-01-01 | 12.913503643615902 |
| 2000-02-01 | 12.825545980435500 |
| 2000-03-01 | 12.745790339566900 |
| 2000-04-01 | 13.021582109449500 |
| 2000-05-01 | 12.964668450190999 |
| 2000-06-01 | 13.056374617205600 |
| 2000-07-01 | 13.082265217850802 |
| 2000-08-01 | 13.147198498316400 |
| 2000-09-01 | 13.183400403345900 |
| 2000-10-01 | 13.209821127578600 |
| 2000-11-01 | 13.299707545876501 |
| 2000-12-01 | 13.211148998870900 |
| 2001-01-01 | 13.327596916733599 |
| 2001-02-01 | 13.352438481074200 |
| 2001-03-01 | 13.368388132632900 |
| 2001-04-01 | 13.534688978886900 |
| 2001-05-01 | 13.462967801572200 |
| 2001-06-01 | 13.729659205676999 |
| 2001-07-01 | 13.776214989347698 |
| 2001-08-01 | 13.840399435001200 |
| 2001-09-01 | 13.881853997889900 |
| 2001-10-01 | 13.899871959426100 |
| 2001-11-01 | 13.989570419098100 |
| 2001-12-01 | 14.093810481541600 |
| 2002-01-01 | 14.142227240218599 |
| 2002-02-01 | 14.273731690536401 |
| 2002-03-01 | 14.394581990950000 |
| 2002-04-01 | 14.349578739232600 |
| 2002-05-01 | 14.462469768688400 |
| 2002-06-01 | 14.505859031761300 |
| 2002-07-01 | 14.567784239826100 |
| 2002-08-01 | 14.535629326742100 |
| 2002-09-01 | 14.488180451392902 |
| 2002-10-01 | 14.686396459731698 |
| 2002-11-01 | 14.789281958637600 |
| 2002-12-01 | 14.775582641376800 |
| 2003-01-01 | 14.652857307230900 |
| 2003-02-01 | 14.682643574528301 |
| 2003-03-01 | 14.713109774979902 |
| 2003-04-01 | 14.756513581873099 |
| 2003-05-01 | 14.855974037094400 |
| 2003-06-01 | 14.898243777316600 |
| 2003-07-01 | 14.961664599035700 |
| 2003-08-01 | 15.035959368955400 |
| 2003-09-01 | 15.097675530467500 |
| 2003-10-01 | 15.172722594952200 |
| 2003-11-01 | 15.196759119222000 |
| 2003-12-01 | 15.263391076434800 |
| 2004-01-01 | 15.256906694836399 |
| 2004-02-01 | 15.179138685429301 |
| 2004-03-01 | 15.328228302554800 |
| 2004-04-01 | 15.357357742330100 |
| 2004-05-01 | 15.349754748948000 |
| 2004-06-01 | 15.403254258005800 |
| 2004-07-01 | 15.365172492855999 |
| 2004-08-01 | 15.432279087136200 |
| 2004-09-01 | 15.398987048332900 |
| 2004-10-01 | 15.362524277369700 |
| 2004-11-01 | 15.511358092297803 |
| 2004-12-01 | 15.561807990675002 |
| 2005-01-01 | 15.651246054965698 |
| 2005-02-01 | 15.674690120534699 |
| 2005-03-01 | 15.637227518174301 |
| 2005-04-01 | 15.742888641826598 |
| 2005-05-01 | 15.846301422545200 |
| 2005-06-01 | 15.916029391129800 |
| 2005-07-01 | 15.972697905214300 |
| 2005-08-01 | 15.921910006398802 |
| 2005-09-01 | 16.000039801700698 |
| 2005-10-01 | 16.059190208100098 |
| 2005-11-01 | 16.018050949164800 |
| 2005-12-01 | 15.971265979525600 |
| 2006-01-01 | 16.141387263249200 |
| 2006-02-01 | 16.171427891673200 |
| 2006-03-01 | 16.145639525596398 |
| 2006-04-01 | 16.220996062113000 |
| 2006-05-01 | 16.244215984813500 |
| 2006-06-01 | 16.231925463135198 |
| 2006-07-01 | 16.282006971219598 |
| 2006-08-01 | 16.311929267785803 |
| 2006-09-01 | 16.400501847312697 |
| 2006-10-01 | 16.559851032122800 |
| 2006-11-01 | 16.521620272646402 |
| 2006-12-01 | 16.584113537609100 |
| 2007-01-01 | 16.634673822504500 |
| 2007-02-01 | 16.770057294331200 |
| 2007-03-01 | 16.849226036620100 |
| 2007-04-01 | 16.897582147162200 |
| 2007-05-01 | 16.940693269772600 |
| 2007-06-01 | 17.043152637116400 |
| 2007-07-01 | 17.188480969117100 |
| 2007-08-01 | 17.403806558990500 |
| 2007-09-01 | 17.507109534753700 |
| 2007-10-01 | 17.561967609978600 |
| 2007-11-01 | 17.614678017510500 |
| 2007-12-01 | 17.689450933923200 |
| 2008-01-01 | 17.734823789928600 |
| 2008-02-01 | 17.778554706063500 |
| 2008-03-01 | 17.852402547190604 |
| 2008-04-01 | 17.774715151678500 |
| 2008-05-01 | 17.934175601471000 |
| 2008-06-01 | 18.051061958572200 |
| 2008-07-01 | 17.794778410340600 |
| 2008-08-01 | 17.908537511882802 |
| 2008-09-01 | 17.817538662204800 |
| 2008-10-01 | 17.763347780274500 |
| 2008-11-01 | 17.801441260600600 |
| 2008-12-01 | 17.788287020639300 |
| 2009-01-01 | 17.835815869583400 |
| 2009-02-01 | 17.787093045384200 |
| 2009-03-01 | 17.653812844975104 |
| 2009-04-01 | 17.853725606746800 |
| 2009-05-01 | 17.823425905419400 |
| 2009-06-01 | 17.848381896792603 |
| 2009-07-01 | 17.906531980606697 |
| 2009-08-01 | 17.925282474752603 |
| 2009-09-01 | 17.928237707557102 |
| 2009-10-01 | 17.965244136284500 |
| 2009-11-01 | 17.985353283577100 |
| 2009-12-01 | 17.977336614705102 |
| 2010-01-01 | 18.039379451642500 |
| 2010-02-01 | 18.099433263202698 |
| 2010-03-01 | 18.162445295274500 |
| 2010-04-01 | 18.043967440490800 |
| 2010-05-01 | 18.010541054969000 |
| 2010-06-01 | 18.033557582008800 |
| 2010-07-01 | 18.015715754553900 |
| 2010-08-01 | 18.048169314449400 |
| 2010-09-01 | 18.033418711333500 |
| 2010-10-01 | 18.066681137478700 |
| 2010-11-01 | 18.074440292235700 |
| 2010-12-01 | 18.063134259296300 |
| 2011-01-01 | 18.045403135552700 |
| 2011-02-01 | 18.006413254684603 |
| 2011-03-01 | 18.068604254399396 |
| 2011-04-01 | 18.141975530365396 |
| 2011-05-01 | 18.197372567688397 |
| 2011-06-01 | 18.112979142680000 |
| 2011-07-01 | 18.226559971589800 |
| 2011-08-01 | 18.167938389385000 |
| 2011-09-01 | 18.237104635578802 |
| 2011-10-01 | 18.367260099118898 |
| 2011-11-01 | 18.470758783773200 |
| 2011-12-01 | 18.543256370612300 |
| 2012-01-01 | 18.652636913097400 |
| 2012-02-01 | 18.720051505580003 |
| 2012-03-01 | 18.779268321852502 |
| 2012-04-01 | 18.844492806267200 |
| 2012-05-01 | 18.881841816564500 |
| 2012-06-01 | 19.087039032323002 |
| 2012-07-01 | 19.032866158305700 |
| 2012-08-01 | 19.078852875603500 |
| 2012-09-01 | 19.241666787750102 |
| 2012-10-01 | 19.274276285592002 |
| 2012-11-01 | 19.274263682569600 |
| 2012-12-01 | 19.328718095280400 |
| 2013-01-01 | 19.252559545418300 |
| 2013-02-01 | 19.327089922398000 |
| 2013-03-01 | 19.280836480287398 |
| 2013-04-01 | 19.249532246659502 |
| 2013-05-01 | 19.373758064091700 |
| 2013-06-01 | 19.465206162438500 |
| 2013-07-01 | 19.337694068567500 |
| 2013-08-01 | 19.380812116542300 |
| 2013-09-01 | 19.347299633279300 |
| 2013-10-01 | 19.186891657526900 |
| 2013-11-01 | 19.186667499253800 |
| 2013-12-01 | 19.129928693592102 |
| 2014-01-01 | 19.042316921195102 |
| 2014-02-01 | 19.016169222063898 |
| 2014-03-01 | 19.077718304668800 |
| 2014-04-01 | 19.148442709133900 |
| 2014-05-01 | 18.976241295886500 |
| 2014-06-01 | 18.859118689483100 |
| 2014-07-01 | 18.941377839628200 |
| 2014-08-01 | 18.970375189279600 |
| 2014-09-01 | 18.949828149135800 |
| 2014-10-01 | 19.108444975390200 |
| 2014-11-01 | 19.099468618022300 |
| 2014-12-01 | 19.246141809158400 |
| 2015-01-01 | 19.230566451810898 |
| 2015-02-01 | 19.194713229654200 |
| 2015-03-01 | 19.265693052035800 |
| 2015-04-01 | 19.441642176610802 |
| 2015-05-01 | 19.590052668300700 |
| 2015-06-01 | 19.657539064641500 |
| 2015-07-01 | 19.639372102820000 |
| 2015-08-01 | 19.653620154744400 |
| 2015-09-01 | 19.755967263392602 |
| 2015-10-01 | 19.822414511171104 |
| 2015-11-01 | 19.908484205110398 |
| 2015-12-01 | 19.966763353805500 |
| 2016-01-01 | 20.025922603654500 |
| 2016-02-01 | 19.973180866745103 |
| 2016-03-01 | 19.955118055420300 |
| 2016-04-01 | 19.836486727371400 |
| 2016-05-01 | 19.805803707686600 |
| 2016-06-01 | 19.764706693711200 |
| 2016-07-01 | 19.736390428438900 |
| 2016-08-01 | 19.639033768563500 |
| 2016-09-01 | 19.551329333045498 |
| 2016-10-01 | 19.527450808260300 |
| 2016-11-01 | 19.515557608281000 |
| 2016-12-01 | 19.493495262625100 |
| 2017-01-01 | 19.625530489936600 |
| 2017-02-01 | 19.748198957009300 |
| 2017-03-01 | 19.744867899300800 |
| 2017-04-01 | 19.837441917113303 |
| 2017-05-01 | 19.828108241683896 |
| 2017-06-01 | 19.967807880075900 |
| 2017-07-01 | 20.123844132992000 |
| 2017-08-01 | 20.324811409399800 |
| 2017-09-01 | 20.442654119620700 |
| 2017-10-01 | 20.313292595024397 |
| 2017-11-01 | 20.429151530344104 |
| 2017-12-01 | 20.320865317694000 |
| 2018-01-01 | 20.537029363173800 |
| 2018-02-01 | 20.633708941267000 |
| 2018-03-01 | 20.645187525117198 |
| 2018-04-01 | 20.745709785875800 |
| 2018-05-01 | 20.652325129977502 |
| 2018-06-01 | 20.559443683155198 |
| 2018-07-01 | 20.502473649878898 |
| 2018-08-01 | 20.611736224321100 |
| 2018-09-01 | 20.727268860203600 |
| 2018-10-01 | 20.794076755305397 |
| 2018-11-01 | 20.944723434316000 |
| 2018-12-01 | 20.943477792122800 |
| 2019-01-01 | 20.851023859877700 |
| 2019-02-01 | 20.936310896982400 |
| 2019-03-01 | 21.047410762343100 |
| 2019-04-01 | 20.947703208383900 |
| 2019-05-01 | 21.074401584613000 |
| 2019-06-01 | 21.050300910313002 |
| 2019-07-01 | 20.967724296895000 |
| 2019-08-01 | 21.008614051647502 |
| 2019-09-01 | 21.024743777072800 |
| 2019-10-01 | 21.064639163013602 |
| 2019-11-01 | 21.062652090040000 |
| 2019-12-01 | 21.150062651482600 |
| 2020-01-01 | 21.259746143521400 |
| 2020-02-01 | 21.351794265045896 |
| 2020-03-01 | 21.254203666810900 |
| 2020-04-01 | 19.549282995800700 |
| 2020-05-01 | 19.882278345264100 |
| 2020-06-01 | 20.141519180232898 |
| 2020-07-01 | 20.344985801549498 |
| 2020-08-01 | 20.515596125523600 |
| 2020-09-01 | 20.632025183397400 |
| 2020-10-01 | 20.743106685388900 |
| 2020-11-01 | 20.677304236458700 |
| 2020-12-01 | 20.741218688465600 |
| 2021-01-01 | 20.956383771807300 |
| 2021-02-01 | 21.067068559057200 |
| 2021-03-01 | 21.160123792093300 |
| 2021-04-01 | 21.461511443826400 |
| 2021-05-01 | 21.194140137624103 |
| 2021-06-01 | 21.221263904465000 |
| 2021-07-01 | 21.316252140164600 |
| 2021-08-01 | 21.220039566643000 |
| 2021-09-01 | 21.249718669275502 |
| 2021-10-01 | 21.228124444592100 |
| 2021-11-01 | 21.290216370390898 |
| 2021-12-01 | 21.229190292176800 |
| 2022-01-01 | 21.247254020100300 |
| 2022-02-01 | 21.275521975041500 |
| 2022-03-01 | 21.463548106813104 |
| 2022-04-01 | 21.667614979923602 |
| 2022-05-01 | 21.598162298138700 |
| 2022-06-01 | 21.713137736293604 |
| 2022-07-01 | 21.906519291930500 |
| 2022-08-01 | 21.920840113119198 |
| 2022-09-01 | 22.067128141145503 |
| 2022-10-01 | 22.526995795590600 |
| 2022-11-01 | 22.392310076328300 |
| 2022-12-01 | 22.713176022841200 |
| 2023-01-01 | 22.842066145003802 |
| 2023-02-01 | 22.886085640202900 |
| 2023-03-01 | 22.865318015380200 |
| 2023-04-01 | 22.972143678430700 |
| 2023-05-01 | 23.101689588570800 |
| 2023-06-01 | 23.305693731925900 |
| 2023-07-01 | 23.300581016243200 |
| 2023-08-01 | 23.520147333124104 |
| 2023-09-01 | 23.584963628634300 |
| 2023-10-01 | 23.531851110894603 |
| 2023-11-01 | 24.089623985469200 |
| 2023-12-01 | 23.994170018039103 |
| 2024-01-01 | 24.037544444952100 |
| 2024-02-01 | 24.189772580847503 |
| 2024-03-01 | 24.366585758680802 |
| 2024-04-01 | 24.382167438805000 |
| 2024-05-01 | 24.601146297804200 |
| 2024-06-01 | 24.597627752576700 |
| 2024-07-01 | 24.706593228431895 |
| 2024-08-01 | 24.816449443982897 |
| 2024-09-01 | 24.896117485793500 |
| 2024-10-01 | 24.935537556279200 |
