Table Data - All Employees: Other Services in Allentown-Bethlehem-Easton, PA-NJ (MSA)
| Title | All Employees: Other Services in Allentown-Bethlehem-Easton, PA-NJ (MSA) |
|---|---|
| Series ID | ALLE942SRVO |
| 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 2024-10-01 |
| Last Updated | 2024-11-20 4:57 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 | 12.670067571013100 |
| 1990-02-01 | 12.610855022028500 |
| 1990-03-01 | 12.796739238884099 |
| 1990-04-01 | 12.378080101082402 |
| 1990-05-01 | 12.607093982888800 |
| 1990-06-01 | 12.670100053956402 |
| 1990-07-01 | 12.673142814165699 |
| 1990-08-01 | 12.673297523265800 |
| 1990-09-01 | 12.738224168835100 |
| 1990-10-01 | 12.745506105976501 |
| 1990-11-01 | 12.867542179551801 |
| 1990-12-01 | 12.861119490808198 |
| 1991-01-01 | 12.979471958819401 |
| 1991-02-01 | 13.017431596588600 |
| 1991-03-01 | 13.100744019014401 |
| 1991-04-01 | 12.173364673124300 |
| 1991-05-01 | 12.196766072482500 |
| 1991-06-01 | 12.275732886567900 |
| 1991-07-01 | 12.270581316187900 |
| 1991-08-01 | 12.368998144262000 |
| 1991-09-01 | 12.234935918854001 |
| 1991-10-01 | 12.241514164552000 |
| 1991-11-01 | 12.261739262306400 |
| 1991-12-01 | 12.369472720394098 |
| 1992-01-01 | 12.297495064587300 |
| 1992-02-01 | 12.323654095584303 |
| 1992-03-01 | 12.303029155573200 |
| 1992-04-01 | 12.372220117941199 |
| 1992-05-01 | 12.378063793562902 |
| 1992-06-01 | 12.382646095103901 |
| 1992-07-01 | 12.465744602387700 |
| 1992-08-01 | 12.464121773285198 |
| 1992-09-01 | 12.532171993458600 |
| 1992-10-01 | 12.638796675454800 |
| 1992-11-01 | 12.457333178236500 |
| 1992-12-01 | 12.575247941246600 |
| 1993-01-01 | 12.509806501856199 |
| 1993-02-01 | 12.529143802409198 |
| 1993-03-01 | 12.502864232242400 |
| 1993-04-01 | 12.577901075863100 |
| 1993-05-01 | 12.661662837654500 |
| 1993-06-01 | 12.496172731075301 |
| 1993-07-01 | 12.358222275321697 |
| 1993-08-01 | 12.162077874997198 |
| 1993-09-01 | 12.424265229115100 |
| 1993-10-01 | 12.439992150050500 |
| 1993-11-01 | 12.454678472550500 |
| 1993-12-01 | 12.384561149994301 |
| 1994-01-01 | 12.407228036436400 |
| 1994-02-01 | 12.427813697068900 |
| 1994-03-01 | 12.493045318980100 |
| 1994-04-01 | 12.691151989041801 |
| 1994-05-01 | 12.755609955307698 |
| 1994-06-01 | 12.612715754097199 |
| 1994-07-01 | 12.753600237426400 |
| 1994-08-01 | 12.763267113867200 |
| 1994-09-01 | 12.718032125351600 |
| 1994-10-01 | 12.747268736274100 |
| 1994-11-01 | 12.754502414998699 |
| 1994-12-01 | 12.694749547061200 |
| 1995-01-01 | 12.682752382220100 |
| 1995-02-01 | 12.815045999817500 |
| 1995-03-01 | 12.874278942360000 |
| 1995-04-01 | 12.911020854328100 |
| 1995-05-01 | 13.058029395580700 |
| 1995-06-01 | 13.139388064796400 |
| 1995-07-01 | 13.150655799709599 |
| 1995-08-01 | 13.167178070830800 |
| 1995-09-01 | 13.211378031491801 |
| 1995-10-01 | 13.260347198883400 |
| 1995-11-01 | 13.359152833185101 |
| 1995-12-01 | 13.509129157584901 |
| 1996-01-01 | 13.148821876125100 |
| 1996-02-01 | 13.486198787262900 |
| 1996-03-01 | 13.544521721434801 |
| 1996-04-01 | 13.530557182582900 |
| 1996-05-01 | 13.569978118361599 |
| 1996-06-01 | 13.865579190125400 |
| 1996-07-01 | 13.751557414853500 |
| 1996-08-01 | 13.873012959784601 |
| 1996-09-01 | 14.011598776770802 |
| 1996-10-01 | 13.479929771137100 |
| 1996-11-01 | 13.569347879553900 |
| 1996-12-01 | 13.614740398146902 |
| 1997-01-01 | 13.710466326373501 |
| 1997-02-01 | 13.655114245291400 |
| 1997-03-01 | 13.712236713243000 |
| 1997-04-01 | 13.747809044011099 |
| 1997-05-01 | 13.684595759339599 |
| 1997-06-01 | 13.784353862438000 |
| 1997-07-01 | 13.956199741302000 |
| 1997-08-01 | 13.981326795934999 |
| 1997-09-01 | 14.010305815142200 |
| 1997-10-01 | 14.198972060895500 |
| 1997-11-01 | 14.076138094300600 |
| 1997-12-01 | 14.121479906613299 |
| 1998-01-01 | 14.183835723010900 |
| 1998-02-01 | 14.240066144456902 |
| 1998-03-01 | 14.183133662183400 |
| 1998-04-01 | 14.155187200014900 |
| 1998-05-01 | 14.192505277385600 |
| 1998-06-01 | 14.086081200105500 |
| 1998-07-01 | 14.055319730885302 |
| 1998-08-01 | 14.088432037608600 |
| 1998-09-01 | 14.116335355931499 |
| 1998-10-01 | 14.118872133518300 |
| 1998-11-01 | 13.975797570797000 |
| 1998-12-01 | 14.128638998452000 |
| 1999-01-01 | 14.173514800152500 |
| 1999-02-01 | 14.343071211199401 |
| 1999-03-01 | 14.466184137460301 |
| 1999-04-01 | 14.357946066187502 |
| 1999-05-01 | 14.284444018010001 |
| 1999-06-01 | 14.273116926060100 |
| 1999-07-01 | 14.349746593093000 |
| 1999-08-01 | 14.389625648773300 |
| 1999-09-01 | 14.419944821265900 |
| 1999-10-01 | 14.338248377770698 |
| 1999-11-01 | 14.474724419964400 |
| 1999-12-01 | 14.534034368302400 |
| 2000-01-01 | 14.584791021718399 |
| 2000-02-01 | 14.762963214614802 |
| 2000-03-01 | 14.558330933973400 |
| 2000-04-01 | 14.456242487843001 |
| 2000-05-01 | 14.465503117468600 |
| 2000-06-01 | 14.549094603991001 |
| 2000-07-01 | 14.336190866118300 |
| 2000-08-01 | 14.491585138033301 |
| 2000-09-01 | 14.521695532419800 |
| 2000-10-01 | 14.551988763357198 |
| 2000-11-01 | 14.676071976632800 |
| 2000-12-01 | 14.635928050563800 |
| 2001-01-01 | 14.705022370099599 |
| 2001-02-01 | 14.688968789035801 |
| 2001-03-01 | 14.863298878633499 |
| 2001-04-01 | 14.852143185444600 |
| 2001-05-01 | 14.944339364073901 |
| 2001-06-01 | 15.015178188589001 |
| 2001-07-01 | 15.026983025029700 |
| 2001-08-01 | 14.997757235254701 |
| 2001-09-01 | 14.915124542558301 |
| 2001-10-01 | 14.858082488497200 |
| 2001-11-01 | 14.979578768334598 |
| 2001-12-01 | 14.937869619637198 |
| 2002-01-01 | 14.928880044659200 |
| 2002-02-01 | 14.914430465571801 |
| 2002-03-01 | 14.873506360807300 |
| 2002-04-01 | 14.942801171939800 |
| 2002-05-01 | 14.925264139513600 |
| 2002-06-01 | 14.889451338940000 |
| 2002-07-01 | 14.917748876046900 |
| 2002-08-01 | 15.004289203731899 |
| 2002-09-01 | 14.899505831209900 |
| 2002-10-01 | 14.859439493072500 |
| 2002-11-01 | 14.790416479237699 |
| 2002-12-01 | 14.942065506615000 |
| 2003-01-01 | 14.853756097294500 |
| 2003-02-01 | 14.825048331886801 |
| 2003-03-01 | 14.892959381355000 |
| 2003-04-01 | 14.825887964058600 |
| 2003-05-01 | 14.901328656117000 |
| 2003-06-01 | 14.874715812609198 |
| 2003-07-01 | 14.922970583214800 |
| 2003-08-01 | 14.909296234576399 |
| 2003-09-01 | 14.974705459530500 |
| 2003-10-01 | 15.060978017625699 |
| 2003-11-01 | 15.012031395437901 |
| 2003-12-01 | 14.940063454151600 |
| 2004-01-01 | 14.975049506905698 |
| 2004-02-01 | 15.024001208464300 |
| 2004-03-01 | 15.007536679060700 |
| 2004-04-01 | 15.110025920486200 |
| 2004-05-01 | 15.079598976155500 |
| 2004-06-01 | 15.177080850414400 |
| 2004-07-01 | 15.133784699637301 |
| 2004-08-01 | 15.110939984694800 |
| 2004-09-01 | 15.144855111992099 |
| 2004-10-01 | 15.363963823178802 |
| 2004-11-01 | 15.335163653303200 |
| 2004-12-01 | 15.336332395472300 |
| 2005-01-01 | 15.388664436911400 |
| 2005-02-01 | 15.514379702289200 |
| 2005-03-01 | 15.521651828014901 |
| 2005-04-01 | 15.198226065343098 |
| 2005-05-01 | 15.263660132879000 |
| 2005-06-01 | 15.281026747398200 |
| 2005-07-01 | 15.248888450854000 |
| 2005-08-01 | 15.214042343141198 |
| 2005-09-01 | 15.224191068652900 |
| 2005-10-01 | 15.064053715672800 |
| 2005-11-01 | 15.050928884609098 |
| 2005-12-01 | 15.026688504517601 |
| 2006-01-01 | 14.996876067039900 |
| 2006-02-01 | 15.005604026750698 |
| 2006-03-01 | 15.028484324561301 |
| 2006-04-01 | 15.096926321869098 |
| 2006-05-01 | 15.150237093193400 |
| 2006-06-01 | 15.089813113970498 |
| 2006-07-01 | 15.064089433538700 |
| 2006-08-01 | 15.111447504367600 |
| 2006-09-01 | 15.117313757762899 |
| 2006-10-01 | 15.061810354667600 |
| 2006-11-01 | 15.053574692079302 |
| 2006-12-01 | 15.117982685095301 |
| 2007-01-01 | 15.101266915243599 |
| 2007-02-01 | 14.999734282036801 |
| 2007-03-01 | 15.234235442913402 |
| 2007-04-01 | 15.094370740187301 |
| 2007-05-01 | 15.137959720301799 |
| 2007-06-01 | 15.099130572296600 |
| 2007-07-01 | 15.186641496157902 |
| 2007-08-01 | 15.207687225212900 |
| 2007-09-01 | 15.226847735906802 |
| 2007-10-01 | 15.151363382423902 |
| 2007-11-01 | 15.146089354380800 |
| 2007-12-01 | 15.204840800050599 |
| 2008-01-01 | 15.199929668554900 |
| 2008-02-01 | 15.201507138149200 |
| 2008-03-01 | 15.134878016638698 |
| 2008-04-01 | 15.094786922729800 |
| 2008-05-01 | 15.032082396384200 |
| 2008-06-01 | 15.203131659712300 |
| 2008-07-01 | 15.108979226105001 |
| 2008-08-01 | 15.005684679715500 |
| 2008-09-01 | 15.049192868283901 |
| 2008-10-01 | 15.039215233680900 |
| 2008-11-01 | 14.928539792403500 |
| 2008-12-01 | 14.900623062442902 |
| 2009-01-01 | 14.788811579395900 |
| 2009-02-01 | 14.804346579680100 |
| 2009-03-01 | 14.728875836942699 |
| 2009-04-01 | 14.692858390221300 |
| 2009-05-01 | 14.736680035889500 |
| 2009-06-01 | 14.599430483680901 |
| 2009-07-01 | 14.532295444930300 |
| 2009-08-01 | 14.512530493850200 |
| 2009-09-01 | 14.376787313235900 |
| 2009-10-01 | 14.421674861764600 |
| 2009-11-01 | 14.409375335470300 |
| 2009-12-01 | 14.297737883516400 |
| 2010-01-01 | 14.274776740347700 |
| 2010-02-01 | 14.108803860078700 |
| 2010-03-01 | 14.220387327026500 |
| 2010-04-01 | 14.190616268966100 |
| 2010-05-01 | 14.146127061007100 |
| 2010-06-01 | 14.091466816970902 |
| 2010-07-01 | 14.050922835660801 |
| 2010-08-01 | 14.119241658589900 |
| 2010-09-01 | 14.101522381318300 |
| 2010-10-01 | 14.112023161559598 |
| 2010-11-01 | 14.192642220639998 |
| 2010-12-01 | 14.101387637850198 |
| 2011-01-01 | 14.055387418559900 |
| 2011-02-01 | 14.015345219052598 |
| 2011-03-01 | 14.006386918966800 |
| 2011-04-01 | 14.086489088871200 |
| 2011-05-01 | 14.055836355146400 |
| 2011-06-01 | 14.187455472268800 |
| 2011-07-01 | 14.269516982746500 |
| 2011-08-01 | 14.125152747732901 |
| 2011-09-01 | 14.115645466587200 |
| 2011-10-01 | 14.107366053401199 |
| 2011-11-01 | 14.182938948048100 |
| 2011-12-01 | 14.200269886980600 |
| 2012-01-01 | 14.337591412726800 |
| 2012-02-01 | 14.421866422584200 |
| 2012-03-01 | 14.299325388612900 |
| 2012-04-01 | 14.179936312985700 |
| 2012-05-01 | 14.164131949769000 |
| 2012-06-01 | 14.086718712811100 |
| 2012-07-01 | 13.976642504051900 |
| 2012-08-01 | 14.032925875775700 |
| 2012-09-01 | 14.024120369007301 |
| 2012-10-01 | 14.009682343494699 |
| 2012-11-01 | 13.883005734573300 |
| 2012-12-01 | 13.899968766943700 |
| 2013-01-01 | 13.813130856829801 |
| 2013-02-01 | 13.818516163977302 |
| 2013-03-01 | 13.797269397735601 |
| 2013-04-01 | 13.778319072509301 |
| 2013-05-01 | 13.768729377754900 |
| 2013-06-01 | 13.796804897417300 |
| 2013-07-01 | 13.779580767921200 |
| 2013-08-01 | 13.739111989952200 |
| 2013-09-01 | 13.725124037652600 |
| 2013-10-01 | 13.709871944116399 |
| 2013-11-01 | 13.689072977724500 |
| 2013-12-01 | 13.592126306698000 |
| 2014-01-01 | 13.598322825020700 |
| 2014-02-01 | 13.508195391768998 |
| 2014-03-01 | 13.607078412219998 |
| 2014-04-01 | 13.582052191168700 |
| 2014-05-01 | 13.566863606724802 |
| 2014-06-01 | 13.604839491177499 |
| 2014-07-01 | 13.577591425405900 |
| 2014-08-01 | 13.644000436382301 |
| 2014-09-01 | 13.627676362131100 |
| 2014-10-01 | 13.608704401002400 |
| 2014-11-01 | 13.690865433235901 |
| 2014-12-01 | 13.684364284427000 |
| 2015-01-01 | 13.688543727203000 |
| 2015-02-01 | 13.599937680220700 |
| 2015-03-01 | 13.720186326742699 |
| 2015-04-01 | 13.788525954642802 |
| 2015-05-01 | 13.866492410249698 |
| 2015-06-01 | 13.709340146152700 |
| 2015-07-01 | 13.778461260300600 |
| 2015-08-01 | 13.744957710583199 |
| 2015-09-01 | 13.826372099450800 |
| 2015-10-01 | 13.905047322468200 |
| 2015-11-01 | 13.880917935833600 |
| 2015-12-01 | 13.976334916310401 |
| 2016-01-01 | 14.090068357166500 |
| 2016-02-01 | 14.097565185620300 |
| 2016-03-01 | 14.036816994073200 |
| 2016-04-01 | 14.099108174330500 |
| 2016-05-01 | 14.170425328455000 |
| 2016-06-01 | 14.104955353389098 |
| 2016-07-01 | 14.176999721409100 |
| 2016-08-01 | 14.246431467866800 |
| 2016-09-01 | 14.216987586021500 |
| 2016-10-01 | 14.200104735361500 |
| 2016-11-01 | 14.266851469074900 |
| 2016-12-01 | 14.376093555052801 |
| 2017-01-01 | 14.389454504035498 |
| 2017-02-01 | 14.498844907952100 |
| 2017-03-01 | 14.449793880205500 |
| 2017-04-01 | 14.416428042387600 |
| 2017-05-01 | 14.480013940013900 |
| 2017-06-01 | 14.503183256268699 |
| 2017-07-01 | 14.578712354408697 |
| 2017-08-01 | 14.443961367902999 |
| 2017-09-01 | 14.396207822331000 |
| 2017-10-01 | 14.384850356639600 |
| 2017-11-01 | 14.345925517492600 |
| 2017-12-01 | 14.387244519718600 |
| 2018-01-01 | 14.298624633803199 |
| 2018-02-01 | 14.302326544430900 |
| 2018-03-01 | 14.359819384793500 |
| 2018-04-01 | 14.432599908124600 |
| 2018-05-01 | 14.396428926592300 |
| 2018-06-01 | 14.503196437495500 |
| 2018-07-01 | 14.477262271806099 |
| 2018-08-01 | 14.439140014149599 |
| 2018-09-01 | 14.465712735583000 |
| 2018-10-01 | 14.665059143679700 |
| 2018-11-01 | 14.629429537891500 |
| 2018-12-01 | 14.510631588668900 |
| 2019-01-01 | 14.505524376153500 |
| 2019-02-01 | 14.505453036893899 |
| 2019-03-01 | 14.567083375418400 |
| 2019-04-01 | 14.539592264365000 |
| 2019-05-01 | 14.617901309371600 |
| 2019-06-01 | 14.607936579370302 |
| 2019-07-01 | 14.578511790588300 |
| 2019-08-01 | 14.633867168814302 |
| 2019-09-01 | 14.631634522858699 |
| 2019-10-01 | 14.544970403115500 |
| 2019-11-01 | 14.615920306058200 |
| 2019-12-01 | 14.639944929816599 |
| 2020-01-01 | 14.710972024349100 |
| 2020-02-01 | 14.605608981064501 |
| 2020-03-01 | 14.468253893329502 |
| 2020-04-01 | 8.939183440050370 |
| 2020-05-01 | 9.835202322922510 |
| 2020-06-01 | 10.321670965065199 |
| 2020-07-01 | 12.280663080153902 |
| 2020-08-01 | 12.329881769436400 |
| 2020-09-01 | 12.600750606091700 |
| 2020-10-01 | 13.033241122095900 |
| 2020-11-01 | 13.013856398887802 |
| 2020-12-01 | 12.965598811164599 |
| 2021-01-01 | 13.002862336278000 |
| 2021-02-01 | 12.995788840555301 |
| 2021-03-01 | 13.168475712515500 |
| 2021-04-01 | 13.339939969108100 |
| 2021-05-01 | 13.343678621021098 |
| 2021-06-01 | 13.443826244742699 |
| 2021-07-01 | 13.582364145488901 |
| 2021-08-01 | 13.630358893112100 |
| 2021-09-01 | 13.682513085517900 |
| 2021-10-01 | 13.723724192663902 |
| 2021-11-01 | 13.713894388585802 |
| 2021-12-01 | 13.780901804664500 |
| 2022-01-01 | 13.893328561780500 |
| 2022-02-01 | 13.985679071659000 |
| 2022-03-01 | 13.966110540130801 |
| 2022-04-01 | 14.041530548739100 |
| 2022-05-01 | 14.045425635905199 |
| 2022-06-01 | 14.262948412943802 |
| 2022-07-01 | 14.080293616200500 |
| 2022-08-01 | 14.132522697628300 |
| 2022-09-01 | 14.179825197540200 |
| 2022-10-01 | 14.120989586814401 |
| 2022-11-01 | 14.117994605009901 |
| 2022-12-01 | 14.185777150135800 |
| 2023-01-01 | 14.180796143438599 |
| 2023-02-01 | 14.175295130560801 |
| 2023-03-01 | 14.263884214204200 |
| 2023-04-01 | 14.244402758416400 |
| 2023-05-01 | 14.242818861067901 |
| 2023-06-01 | 14.275003402989400 |
| 2023-07-01 | 14.278575221149499 |
| 2023-08-01 | 14.339631384811499 |
| 2023-09-01 | 14.386242412175100 |
| 2023-10-01 | 14.419025257040401 |
| 2023-11-01 | 14.518511161046600 |
| 2023-12-01 | 14.482658079661400 |
| 2024-01-01 | 14.671562548744200 |
| 2024-02-01 | 14.573120534721100 |
| 2024-03-01 | 14.559388599807999 |
| 2024-04-01 | 14.548407996207500 |
| 2024-05-01 | 14.637673964092400 |
| 2024-06-01 | 14.580251563021800 |
| 2024-07-01 | 14.678599170971902 |
| 2024-08-01 | 14.643676288395900 |
| 2024-09-01 | 14.595209015023599 |
| 2024-10-01 | 14.721837349922499 |
