Table Data - All Employees: Education and Health Services: Private Educational Services in Allentown-Bethlehem-Easton, PA-NJ (MSA)
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| Title | All Employees: Education and Health Services: Private Educational Services in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | SMU42109006561000001SA |
| 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 2024-05-01 |
| Last Updated | 2024-06-26 6:12 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 | 9.154074984690610 |
| 1990-02-01 | 9.018139929627699 |
| 1990-03-01 | 9.117197910431810 |
| 1990-04-01 | 9.421785682845801 |
| 1990-05-01 | 9.373681364693882 |
| 1990-06-01 | 8.835325320656919 |
| 1990-07-01 | 8.852007868011330 |
| 1990-08-01 | 9.086977480563860 |
| 1990-09-01 | 9.245380422050141 |
| 1990-10-01 | 9.260827593752950 |
| 1990-11-01 | 9.282137006169690 |
| 1990-12-01 | 9.441167026679901 |
| 1991-01-01 | 9.267444240611170 |
| 1991-02-01 | 9.309275606086330 |
| 1991-03-01 | 9.288261715586330 |
| 1991-04-01 | 8.799672837075990 |
| 1991-05-01 | 8.828536919654910 |
| 1991-06-01 | 8.708500677698400 |
| 1991-07-01 | 8.355030057163300 |
| 1991-08-01 | 8.698043164413260 |
| 1991-09-01 | 8.743814477034800 |
| 1991-10-01 | 8.740015298492390 |
| 1991-11-01 | 8.664844665854218 |
| 1991-12-01 | 8.727145789282580 |
| 1992-01-01 | 8.686328452838890 |
| 1992-02-01 | 8.718431790248081 |
| 1992-03-01 | 8.633444604383490 |
| 1992-04-01 | 8.635531161025200 |
| 1992-05-01 | 8.561706692485620 |
| 1992-06-01 | 8.577018810989300 |
| 1992-07-01 | 8.586414075654020 |
| 1992-08-01 | 8.673050680523110 |
| 1992-09-01 | 8.640044820570491 |
| 1992-10-01 | 8.761848554581320 |
| 1992-11-01 | 8.949501519838270 |
| 1992-12-01 | 8.838545979639430 |
| 1993-01-01 | 8.785978425665070 |
| 1993-02-01 | 8.893138105217089 |
| 1993-03-01 | 8.162329009427760 |
| 1993-04-01 | 8.932317718422151 |
| 1993-05-01 | 8.857502281398721 |
| 1993-06-01 | 9.145629814448650 |
| 1993-07-01 | 9.424222078329130 |
| 1993-08-01 | 9.257554139981279 |
| 1993-09-01 | 9.225687640464368 |
| 1993-10-01 | 9.328264475599740 |
| 1993-11-01 | 9.325688791579891 |
| 1993-12-01 | 9.318539546724640 |
| 1994-01-01 | 9.458155863928810 |
| 1994-02-01 | 9.350185975788780 |
| 1994-03-01 | 9.603160440136520 |
| 1994-04-01 | 9.504133446943510 |
| 1994-05-01 | 9.526053974527940 |
| 1994-06-01 | 9.715302322532310 |
| 1994-07-01 | 9.517767420765118 |
| 1994-08-01 | 9.598066652243340 |
| 1994-09-01 | 9.608602158340501 |
| 1994-10-01 | 9.442913171423019 |
| 1994-11-01 | 9.529494366921659 |
| 1994-12-01 | 9.526182102715119 |
| 1995-01-01 | 9.532184506790480 |
| 1995-02-01 | 9.619807525796000 |
| 1995-03-01 | 9.691663823631760 |
| 1995-04-01 | 9.703699295548090 |
| 1995-05-01 | 9.742781947031810 |
| 1995-06-01 | 9.706061661688060 |
| 1995-07-01 | 9.732377466780130 |
| 1995-08-01 | 9.571936595537250 |
| 1995-09-01 | 9.690009152947551 |
| 1995-10-01 | 9.739560023510881 |
| 1995-11-01 | 9.725731766728700 |
| 1995-12-01 | 9.820795879244070 |
| 1996-01-01 | 9.831227747823801 |
| 1996-02-01 | 9.895088944293350 |
| 1996-03-01 | 9.789160836700320 |
| 1996-04-01 | 9.797283588048350 |
| 1996-05-01 | 9.868848312751679 |
| 1996-06-01 | 9.941555453066620 |
| 1996-07-01 | 9.938761562705189 |
| 1996-08-01 | 10.057788590524499 |
| 1996-09-01 | 10.181165214695500 |
| 1996-10-01 | 10.027895727013000 |
| 1996-11-01 | 9.999028995854790 |
| 1996-12-01 | 10.016914914764600 |
| 1997-01-01 | 9.990967401284680 |
| 1997-02-01 | 10.076996339860400 |
| 1997-03-01 | 9.985993033512981 |
| 1997-04-01 | 10.083961097773900 |
| 1997-05-01 | 10.104928677541100 |
| 1997-06-01 | 10.055632388293000 |
| 1997-07-01 | 9.907874719052470 |
| 1997-08-01 | 10.160968351441500 |
| 1997-09-01 | 10.281721526311700 |
| 1997-10-01 | 10.321437131691400 |
| 1997-11-01 | 10.257428308966400 |
| 1997-12-01 | 10.300604199819501 |
| 1998-01-01 | 10.257309197744900 |
| 1998-02-01 | 10.271160643531600 |
| 1998-03-01 | 10.355728634651500 |
| 1998-04-01 | 10.379825799402100 |
| 1998-05-01 | 10.351069564936500 |
| 1998-06-01 | 9.930041926948368 |
| 1998-07-01 | 10.366712072999800 |
| 1998-08-01 | 10.385888204613401 |
| 1998-09-01 | 10.282151141927400 |
| 1998-10-01 | 10.248567191927801 |
| 1998-11-01 | 10.231791407872400 |
| 1998-12-01 | 10.230482294654300 |
| 1999-01-01 | 9.948176303203660 |
| 1999-02-01 | 10.286204171940698 |
| 1999-03-01 | 10.355317802863699 |
| 1999-04-01 | 10.406520191637199 |
| 1999-05-01 | 10.324431047872501 |
| 1999-06-01 | 10.264093752117800 |
| 1999-07-01 | 10.358174631689000 |
| 1999-08-01 | 10.100693621664501 |
| 1999-09-01 | 10.169084124895200 |
| 1999-10-01 | 10.361124555310000 |
| 1999-11-01 | 10.476047224443901 |
| 1999-12-01 | 10.450039060591600 |
| 2000-01-01 | 10.540802177110100 |
| 2000-02-01 | 10.786672821054498 |
| 2000-03-01 | 10.355558132933900 |
| 2000-04-01 | 10.322851737723600 |
| 2000-05-01 | 10.479517593545001 |
| 2000-06-01 | 10.598800338591198 |
| 2000-07-01 | 10.595943434434900 |
| 2000-08-01 | 10.687230569180802 |
| 2000-09-01 | 10.641439473527000 |
| 2000-10-01 | 10.554640640268800 |
| 2000-11-01 | 10.536749613574400 |
| 2000-12-01 | 10.775511241819197 |
| 2001-01-01 | 10.587517545749401 |
| 2001-02-01 | 10.506421336402001 |
| 2001-03-01 | 10.629443665228100 |
| 2001-04-01 | 10.428550336239400 |
| 2001-05-01 | 10.435940841182902 |
| 2001-06-01 | 10.458002195443100 |
| 2001-07-01 | 10.357528350890599 |
| 2001-08-01 | 10.425703528075900 |
| 2001-09-01 | 10.725845841505699 |
| 2001-10-01 | 10.273841837837600 |
| 2001-11-01 | 10.339530555609500 |
| 2001-12-01 | 10.172495672029500 |
| 2002-01-01 | 10.761167439492500 |
| 2002-02-01 | 10.338407823951300 |
| 2002-03-01 | 10.354835698463699 |
| 2002-04-01 | 10.412433822881802 |
| 2002-05-01 | 10.377042276999001 |
| 2002-06-01 | 10.445776211147999 |
| 2002-07-01 | 10.466689281104800 |
| 2002-08-01 | 10.673083180492500 |
| 2002-09-01 | 11.025770040999000 |
| 2002-10-01 | 10.610893322927200 |
| 2002-11-01 | 10.592683506878500 |
| 2002-12-01 | 10.044371840443800 |
| 2003-01-01 | 11.158494859419100 |
| 2003-02-01 | 10.566067054905000 |
| 2003-03-01 | 10.329148888870302 |
| 2003-04-01 | 10.566447272842598 |
| 2003-05-01 | 10.503154265556400 |
| 2003-06-01 | 10.456342367843100 |
| 2003-07-01 | 10.454586957463200 |
| 2003-08-01 | 10.429999538473199 |
| 2003-09-01 | 10.652487834812199 |
| 2003-10-01 | 10.472649945831302 |
| 2003-11-01 | 10.606974371023801 |
| 2003-12-01 | 10.650146755176399 |
| 2004-01-01 | 10.367118706742001 |
| 2004-02-01 | 11.002247456111100 |
| 2004-03-01 | 10.833190141556699 |
| 2004-04-01 | 10.612695300693199 |
| 2004-05-01 | 10.809720264067600 |
| 2004-06-01 | 11.081476305104198 |
| 2004-07-01 | 10.793733535568700 |
| 2004-08-01 | 10.657065983528199 |
| 2004-09-01 | 10.483835898551300 |
| 2004-10-01 | 10.881635121049099 |
| 2004-11-01 | 10.919611148561700 |
| 2004-12-01 | 10.200308581520801 |
| 2005-01-01 | 11.005497130585498 |
| 2005-02-01 | 10.528779019703400 |
| 2005-03-01 | 10.603648739724000 |
| 2005-04-01 | 10.860425411793400 |
| 2005-05-01 | 10.730055071778000 |
| 2005-06-01 | 10.789934429513400 |
| 2005-07-01 | 10.902649026314400 |
| 2005-08-01 | 10.600047640753198 |
| 2005-09-01 | 10.609998554043400 |
| 2005-10-01 | 10.767700192359400 |
| 2005-11-01 | 10.901079472832699 |
| 2005-12-01 | 10.762223881177700 |
| 2006-01-01 | 11.110196670265000 |
| 2006-02-01 | 10.915415601159700 |
| 2006-03-01 | 11.180433617184100 |
| 2006-04-01 | 11.110447454773100 |
| 2006-05-01 | 11.047835568409200 |
| 2006-06-01 | 10.962246789700101 |
| 2006-07-01 | 11.011983611633802 |
| 2006-08-01 | 11.113469670666001 |
| 2006-09-01 | 11.316007439437001 |
| 2006-10-01 | 11.414291664411600 |
| 2006-11-01 | 11.154831932511900 |
| 2006-12-01 | 11.341911511214300 |
| 2007-01-01 | 11.120922667761600 |
| 2007-02-01 | 10.850077367339498 |
| 2007-03-01 | 11.317300873090698 |
| 2007-04-01 | 11.206589917296000 |
| 2007-05-01 | 11.358145516783900 |
| 2007-06-01 | 11.220306496400301 |
| 2007-07-01 | 11.011620501865098 |
| 2007-08-01 | 11.608678771176300 |
| 2007-09-01 | 11.406058703407500 |
| 2007-10-01 | 11.471273280118101 |
| 2007-11-01 | 11.229314823683400 |
| 2007-12-01 | 11.454488414371500 |
| 2008-01-01 | 11.371294339096199 |
| 2008-02-01 | 11.421304967704302 |
| 2008-03-01 | 11.214109294965198 |
| 2008-04-01 | 11.410698687487600 |
| 2008-05-01 | 10.578033033076000 |
| 2008-06-01 | 11.074258950745199 |
| 2008-07-01 | 11.235197449511400 |
| 2008-08-01 | 11.544229626631598 |
| 2008-09-01 | 11.288423216946500 |
| 2008-10-01 | 11.280751824051098 |
| 2008-11-01 | 11.376835901040800 |
| 2008-12-01 | 11.506194483967800 |
| 2009-01-01 | 11.982816203034698 |
| 2009-02-01 | 11.369663135069402 |
| 2009-03-01 | 11.573401708039300 |
| 2009-04-01 | 11.434797909407001 |
| 2009-05-01 | 11.130077736159501 |
| 2009-06-01 | 11.342595301841099 |
| 2009-07-01 | 11.351647657439802 |
| 2009-08-01 | 11.566845750415700 |
| 2009-09-01 | 11.653380418509800 |
| 2009-10-01 | 11.721778201719100 |
| 2009-11-01 | 11.940643772136500 |
| 2009-12-01 | 11.869547308958600 |
| 2010-01-01 | 11.492928523966300 |
| 2010-02-01 | 12.191791505539598 |
| 2010-03-01 | 12.030778868168001 |
| 2010-04-01 | 11.884671246910500 |
| 2010-05-01 | 12.255684038056200 |
| 2010-06-01 | 12.296617287504699 |
| 2010-07-01 | 12.185198256787801 |
| 2010-08-01 | 12.268495004321899 |
| 2010-09-01 | 11.806376892437699 |
| 2010-10-01 | 11.585409446273598 |
| 2010-11-01 | 11.530132601632399 |
| 2010-12-01 | 11.783816187922099 |
| 2011-01-01 | 12.432777828083598 |
| 2011-02-01 | 11.815963491424197 |
| 2011-03-01 | 11.707828978020000 |
| 2011-04-01 | 11.668422136212198 |
| 2011-05-01 | 11.914574482258502 |
| 2011-06-01 | 12.332525239135801 |
| 2011-07-01 | 12.105850126389600 |
| 2011-08-01 | 11.954319945527699 |
| 2011-09-01 | 11.751731696697700 |
| 2011-10-01 | 11.868207451013500 |
| 2011-11-01 | 11.742760672903700 |
| 2011-12-01 | 11.743430112994500 |
| 2012-01-01 | 11.675737590393900 |
| 2012-02-01 | 11.975069201607198 |
| 2012-03-01 | 12.019271517541402 |
| 2012-04-01 | 11.980233058179000 |
| 2012-05-01 | 11.885498997137900 |
| 2012-06-01 | 11.966435512086802 |
| 2012-07-01 | 11.537908401896500 |
| 2012-08-01 | 11.384876788061800 |
| 2012-09-01 | 11.819195674960598 |
| 2012-10-01 | 11.648914082962301 |
| 2012-11-01 | 11.674964706875400 |
| 2012-12-01 | 11.459643408272600 |
| 2013-01-01 | 11.559261149976198 |
| 2013-02-01 | 11.612386531195199 |
| 2013-03-01 | 11.621107039882801 |
| 2013-04-01 | 11.642353961954500 |
| 2013-05-01 | 11.586902091535402 |
| 2013-06-01 | 11.541329387077802 |
| 2013-07-01 | 11.705642555399400 |
| 2013-08-01 | 11.646895577510600 |
| 2013-09-01 | 11.999331421977699 |
| 2013-10-01 | 11.595428759045301 |
| 2013-11-01 | 11.797377307249802 |
| 2013-12-01 | 11.315220085602501 |
| 2014-01-01 | 11.509461265297000 |
| 2014-02-01 | 11.661450641907100 |
| 2014-03-01 | 11.474047470950598 |
| 2014-04-01 | 11.772030192365700 |
| 2014-05-01 | 11.893925308112099 |
| 2014-06-01 | 11.978844693000200 |
| 2014-07-01 | 11.727850154772101 |
| 2014-08-01 | 11.602137971880900 |
| 2014-09-01 | 12.109561556811100 |
| 2014-10-01 | 12.264040415502300 |
| 2014-11-01 | 12.298951123334401 |
| 2014-12-01 | 12.498502571873500 |
| 2015-01-01 | 12.326342507950802 |
| 2015-02-01 | 12.080746885760100 |
| 2015-03-01 | 11.862352221647999 |
| 2015-04-01 | 12.204617516144200 |
| 2015-05-01 | 11.994027857419601 |
| 2015-06-01 | 12.437820307791801 |
| 2015-07-01 | 12.357147427166801 |
| 2015-08-01 | 12.113822634535401 |
| 2015-09-01 | 11.942306551299500 |
| 2015-10-01 | 12.125962130141499 |
| 2015-11-01 | 12.124252101708901 |
| 2015-12-01 | 12.219925283881599 |
| 2016-01-01 | 12.135931001306698 |
| 2016-02-01 | 12.131975881138501 |
| 2016-03-01 | 12.144087948928900 |
| 2016-04-01 | 12.122883953173700 |
| 2016-05-01 | 12.093914687559801 |
| 2016-06-01 | 11.943970710175000 |
| 2016-07-01 | 12.234846265565901 |
| 2016-08-01 | 12.189379866432500 |
| 2016-09-01 | 12.380477339303000 |
| 2016-10-01 | 12.459836375956900 |
| 2016-11-01 | 12.516361230053501 |
| 2016-12-01 | 12.546467107467300 |
| 2017-01-01 | 12.601365495454500 |
| 2017-02-01 | 12.626993580537200 |
| 2017-03-01 | 12.700249699151900 |
| 2017-04-01 | 12.674758652136500 |
| 2017-05-01 | 12.767137389157900 |
| 2017-06-01 | 12.249241680974901 |
| 2017-07-01 | 12.731540942117698 |
| 2017-08-01 | 12.225644367977800 |
| 2017-09-01 | 12.682930141117401 |
| 2017-10-01 | 12.823584596926501 |
| 2017-11-01 | 12.650932840067401 |
| 2017-12-01 | 12.821807969373800 |
| 2018-01-01 | 12.304912251926599 |
| 2018-02-01 | 12.729385815756200 |
| 2018-03-01 | 12.813933309275901 |
| 2018-04-01 | 12.705432435380700 |
| 2018-05-01 | 12.768767450263800 |
| 2018-06-01 | 12.514327602197401 |
| 2018-07-01 | 12.484135282774698 |
| 2018-08-01 | 12.717987893773500 |
| 2018-09-01 | 12.772323749585500 |
| 2018-10-01 | 13.043540727714500 |
| 2018-11-01 | 12.786663043618100 |
| 2018-12-01 | 12.741539782087400 |
| 2019-01-01 | 12.659798408777800 |
| 2019-02-01 | 12.707693694050200 |
| 2019-03-01 | 12.954322592286902 |
| 2019-04-01 | 12.935220454544401 |
| 2019-05-01 | 12.875104717100001 |
| 2019-06-01 | 12.866116059253900 |
| 2019-07-01 | 12.584702242821699 |
| 2019-08-01 | 12.707740698315101 |
| 2019-09-01 | 12.642621654380902 |
| 2019-10-01 | 12.833451049507900 |
| 2019-11-01 | 12.918354249379801 |
| 2019-12-01 | 12.848978599035000 |
| 2020-01-01 | 13.124961727013499 |
| 2020-02-01 | 12.964504803690900 |
| 2020-03-01 | 12.725152073706699 |
| 2020-04-01 | 10.371891639424700 |
| 2020-05-01 | 10.217551188155099 |
| 2020-06-01 | 11.034763869738800 |
| 2020-07-01 | 11.095437153094599 |
| 2020-08-01 | 11.282545148228800 |
| 2020-09-01 | 11.251030493497200 |
| 2020-10-01 | 11.062671186958001 |
| 2020-11-01 | 11.028720040263698 |
| 2020-12-01 | 10.270949701804800 |
| 2021-01-01 | 10.410642968024100 |
| 2021-02-01 | 10.680172116457300 |
| 2021-03-01 | 11.213812876914501 |
| 2021-04-01 | 11.353908679834600 |
| 2021-05-01 | 11.729608176419198 |
| 2021-06-01 | 12.175494069294600 |
| 2021-07-01 | 11.767330490626302 |
| 2021-08-01 | 11.811218220739400 |
| 2021-09-01 | 11.221107356016299 |
| 2021-10-01 | 11.647227150029100 |
| 2021-11-01 | 11.673772868994000 |
| 2021-12-01 | 11.772409789761500 |
| 2022-01-01 | 11.767579927225500 |
| 2022-02-01 | 11.868525713936400 |
| 2022-03-01 | 11.887962900035500 |
| 2022-04-01 | 11.892030010683598 |
| 2022-05-01 | 12.379493186730200 |
| 2022-06-01 | 12.010744634451600 |
| 2022-07-01 | 12.203287521427800 |
| 2022-08-01 | 12.132537336097600 |
| 2022-09-01 | 12.180076444018700 |
| 2022-10-01 | 12.116569318836800 |
| 2022-11-01 | 12.217226072097300 |
| 2022-12-01 | 12.303546729725700 |
| 2023-01-01 | 12.510238057412200 |
| 2023-02-01 | 12.499309811328800 |
| 2023-03-01 | 12.553532628764500 |
| 2023-04-01 | 12.416304030575700 |
| 2023-05-01 | 12.343332854903100 |
| 2023-06-01 | 12.690870406934400 |
| 2023-07-01 | 12.646469780226200 |
| 2023-08-01 | 12.713556066613600 |
| 2023-09-01 | 12.848191822862999 |
| 2023-10-01 | 12.938924002293700 |
| 2023-11-01 | 12.934904615006499 |
| 2023-12-01 | 12.934337084925499 |
| 2024-01-01 | 12.524115825574100 |
| 2024-02-01 | 12.767922482375800 |
| 2024-03-01 | 12.738865681252598 |
| 2024-04-01 | 12.827121163284600 |
| 2024-05-01 | 12.778863892620098 |
