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 2024-11-01 |
| Last Updated | 2024-12-21 6:25 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 | 12.670086727874600 |
| 1990-02-01 | 12.610877217825700 |
| 1990-03-01 | 12.796733812632802 |
| 1990-04-01 | 12.378051565100000 |
| 1990-05-01 | 12.607078424200301 |
| 1990-06-01 | 12.670087183104801 |
| 1990-07-01 | 12.673134653346601 |
| 1990-08-01 | 12.673303262883598 |
| 1990-09-01 | 12.738225410069099 |
| 1990-10-01 | 12.745518873081100 |
| 1990-11-01 | 12.867535230883801 |
| 1990-12-01 | 12.861136342817199 |
| 1991-01-01 | 12.979489698988099 |
| 1991-02-01 | 13.017451822172802 |
| 1991-03-01 | 13.100739609880800 |
| 1991-04-01 | 12.173337127181300 |
| 1991-05-01 | 12.196753401889800 |
| 1991-06-01 | 12.275719715262700 |
| 1991-07-01 | 12.270573895287900 |
| 1991-08-01 | 12.369003117833000 |
| 1991-09-01 | 12.234936805354199 |
| 1991-10-01 | 12.241525335022500 |
| 1991-11-01 | 12.261733129368698 |
| 1991-12-01 | 12.369487681550300 |
| 1992-01-01 | 12.297512534211700 |
| 1992-02-01 | 12.323671835564100 |
| 1992-03-01 | 12.303024674496700 |
| 1992-04-01 | 12.372195510408800 |
| 1992-05-01 | 12.378054923711100 |
| 1992-06-01 | 12.382633680647100 |
| 1992-07-01 | 12.465738497213600 |
| 1992-08-01 | 12.464126015466402 |
| 1992-09-01 | 12.532171665990901 |
| 1992-10-01 | 12.638804049340699 |
| 1992-11-01 | 12.457324260346999 |
| 1992-12-01 | 12.575265346996400 |
| 1993-01-01 | 12.509828275276500 |
| 1993-02-01 | 12.529152616232700 |
| 1993-03-01 | 12.502859235251400 |
| 1993-04-01 | 12.577880683855900 |
| 1993-05-01 | 12.661658210526700 |
| 1993-06-01 | 12.496161779326501 |
| 1993-07-01 | 12.358218546243801 |
| 1993-08-01 | 12.162081266632303 |
| 1993-09-01 | 12.424266093207500 |
| 1993-10-01 | 12.439993606681600 |
| 1993-11-01 | 12.454664569527800 |
| 1993-12-01 | 12.384580069194200 |
| 1994-01-01 | 12.407254806729400 |
| 1994-02-01 | 12.427814646629100 |
| 1994-03-01 | 12.493039367636198 |
| 1994-04-01 | 12.691136778498200 |
| 1994-05-01 | 12.755608186378698 |
| 1994-06-01 | 12.612707550674601 |
| 1994-07-01 | 12.753599040637901 |
| 1994-08-01 | 12.763270792217200 |
| 1994-09-01 | 12.718034772470400 |
| 1994-10-01 | 12.747259230235901 |
| 1994-11-01 | 12.754486671201198 |
| 1994-12-01 | 12.694770609849200 |
| 1995-01-01 | 12.682782701991900 |
| 1995-02-01 | 12.815039545374502 |
| 1995-03-01 | 12.874273438579500 |
| 1995-04-01 | 12.911009323904800 |
| 1995-05-01 | 13.058029377623502 |
| 1995-06-01 | 13.139382429481198 |
| 1995-07-01 | 13.150657297018100 |
| 1995-08-01 | 13.167182241254599 |
| 1995-09-01 | 13.211383614804400 |
| 1995-10-01 | 13.260329034566500 |
| 1995-11-01 | 13.359136688087300 |
| 1995-12-01 | 13.509147970136700 |
| 1996-01-01 | 13.148851495361600 |
| 1996-02-01 | 13.486191750156600 |
| 1996-03-01 | 13.544516466490300 |
| 1996-04-01 | 13.530549041905598 |
| 1996-05-01 | 13.569977603081698 |
| 1996-06-01 | 13.865576662070500 |
| 1996-07-01 | 13.751560566450800 |
| 1996-08-01 | 13.873018435609600 |
| 1996-09-01 | 14.011605494484401 |
| 1996-10-01 | 13.479904112743800 |
| 1996-11-01 | 13.569333191591198 |
| 1996-12-01 | 13.614758724736600 |
| 1997-01-01 | 13.710493278447302 |
| 1997-02-01 | 13.655106631054500 |
| 1997-03-01 | 13.712231610707901 |
| 1997-04-01 | 13.747803835542399 |
| 1997-05-01 | 13.684594295398700 |
| 1997-06-01 | 13.784353512123198 |
| 1997-07-01 | 13.956203977780099 |
| 1997-08-01 | 13.981333203066200 |
| 1997-09-01 | 14.010314162302900 |
| 1997-10-01 | 14.198946762182300 |
| 1997-11-01 | 14.076124451995900 |
| 1997-12-01 | 14.121492649196998 |
| 1998-01-01 | 14.183853874403200 |
| 1998-02-01 | 14.240061411287902 |
| 1998-03-01 | 14.183130822339000 |
| 1998-04-01 | 14.155185937512200 |
| 1998-05-01 | 14.192503870473800 |
| 1998-06-01 | 14.086082499202700 |
| 1998-07-01 | 14.055323765801900 |
| 1998-08-01 | 14.088437701797302 |
| 1998-09-01 | 14.116342568706200 |
| 1998-10-01 | 14.118849242882499 |
| 1998-11-01 | 13.975788395864301 |
| 1998-12-01 | 14.128646509333198 |
| 1999-01-01 | 14.173524076204600 |
| 1999-02-01 | 14.343069670652600 |
| 1999-03-01 | 14.466183784083400 |
| 1999-04-01 | 14.357946412866399 |
| 1999-05-01 | 14.284443729890699 |
| 1999-06-01 | 14.273118242943700 |
| 1999-07-01 | 14.349749926878200 |
| 1999-08-01 | 14.389629594924500 |
| 1999-09-01 | 14.419949747114300 |
| 1999-10-01 | 14.338232981861500 |
| 1999-11-01 | 14.474718806061599 |
| 1999-12-01 | 14.534036069851101 |
| 2000-01-01 | 14.584793141977197 |
| 2000-02-01 | 14.762964437807600 |
| 2000-03-01 | 14.558332566486301 |
| 2000-04-01 | 14.456244110556600 |
| 2000-05-01 | 14.465503884808900 |
| 2000-06-01 | 14.549095839196200 |
| 2000-07-01 | 14.336192983708500 |
| 2000-08-01 | 14.491586813636902 |
| 2000-09-01 | 14.521697105403600 |
| 2000-10-01 | 14.551978726658799 |
| 2000-11-01 | 14.676068921804000 |
| 2000-12-01 | 14.635929321803200 |
| 2001-01-01 | 14.705023659907802 |
| 2001-02-01 | 14.688969625357302 |
| 2001-03-01 | 14.863300038501501 |
| 2001-04-01 | 14.852144387308801 |
| 2001-05-01 | 14.944340189343200 |
| 2001-06-01 | 15.015178881456300 |
| 2001-07-01 | 15.026984254610400 |
| 2001-08-01 | 14.997757776272099 |
| 2001-09-01 | 14.915124897036199 |
| 2001-10-01 | 14.858077389493001 |
| 2001-11-01 | 14.979576874834900 |
| 2001-12-01 | 14.937870124285600 |
| 2002-01-01 | 14.928880699256698 |
| 2002-02-01 | 14.914431156134600 |
| 2002-03-01 | 14.873507147627200 |
| 2002-04-01 | 14.942801974488000 |
| 2002-05-01 | 14.925264662719000 |
| 2002-06-01 | 14.889451667782800 |
| 2002-07-01 | 14.917749493174000 |
| 2002-08-01 | 15.004289345792700 |
| 2002-09-01 | 14.899505854011600 |
| 2002-10-01 | 14.859436038972499 |
| 2002-11-01 | 14.790416484483700 |
| 2002-12-01 | 14.942065714196401 |
| 2003-01-01 | 14.853756373479500 |
| 2003-02-01 | 14.825048891491198 |
| 2003-03-01 | 14.892959825765200 |
| 2003-04-01 | 14.825888300646401 |
| 2003-05-01 | 14.901328835394500 |
| 2003-06-01 | 14.874715908739800 |
| 2003-07-01 | 14.922970797721500 |
| 2003-08-01 | 14.909296210321800 |
| 2003-09-01 | 14.974705351626500 |
| 2003-10-01 | 15.060976795768001 |
| 2003-11-01 | 15.012031283308401 |
| 2003-12-01 | 14.940063532072400 |
| 2004-01-01 | 14.975049620608600 |
| 2004-02-01 | 15.024001480674300 |
| 2004-03-01 | 15.007536889356000 |
| 2004-04-01 | 15.110026082538800 |
| 2004-05-01 | 15.079599069014598 |
| 2004-06-01 | 15.177080901401300 |
| 2004-07-01 | 15.133784722212699 |
| 2004-08-01 | 15.110940016985700 |
| 2004-09-01 | 15.144855123386700 |
| 2004-10-01 | 15.363963083515198 |
| 2004-11-01 | 15.335163653538500 |
| 2004-12-01 | 15.336332494085200 |
| 2005-01-01 | 15.388664520000200 |
| 2005-02-01 | 15.514379818747400 |
| 2005-03-01 | 15.521651933167600 |
| 2005-04-01 | 15.198226135425700 |
| 2005-05-01 | 15.263660158667900 |
| 2005-06-01 | 15.281026761482199 |
| 2005-07-01 | 15.248888452420600 |
| 2005-08-01 | 15.214042351583100 |
| 2005-09-01 | 15.224191073492902 |
| 2005-10-01 | 15.064053396954000 |
| 2005-11-01 | 15.050928878722100 |
| 2005-12-01 | 15.026688546395800 |
| 2006-01-01 | 14.996876099077900 |
| 2006-02-01 | 15.005604087055900 |
| 2006-03-01 | 15.028484372786600 |
| 2006-04-01 | 15.096926358236699 |
| 2006-05-01 | 15.150237102866200 |
| 2006-06-01 | 15.089813133422599 |
| 2006-07-01 | 15.064089448077500 |
| 2006-08-01 | 15.111447513888500 |
| 2006-09-01 | 15.117313754844698 |
| 2006-10-01 | 15.061810168254700 |
| 2006-11-01 | 15.053574691122500 |
| 2006-12-01 | 15.117982685519900 |
| 2007-01-01 | 15.101266918210900 |
| 2007-02-01 | 14.999734334260500 |
| 2007-03-01 | 15.234235464693198 |
| 2007-04-01 | 15.094370767310100 |
| 2007-05-01 | 15.137959731652300 |
| 2007-06-01 | 15.099130612130000 |
| 2007-07-01 | 15.186641530797500 |
| 2007-08-01 | 15.207687243340098 |
| 2007-09-01 | 15.226847701142399 |
| 2007-10-01 | 15.151363296553301 |
| 2007-11-01 | 15.146089289008101 |
| 2007-12-01 | 15.204840757893699 |
| 2008-01-01 | 15.199929632694500 |
| 2008-02-01 | 15.201507190931300 |
| 2008-03-01 | 15.134878033871699 |
| 2008-04-01 | 15.094786967486300 |
| 2008-05-01 | 15.032082430565500 |
| 2008-06-01 | 15.203131873624900 |
| 2008-07-01 | 15.108979347172500 |
| 2008-08-01 | 15.005684626198600 |
| 2008-09-01 | 15.049192673093300 |
| 2008-10-01 | 15.039215062754900 |
| 2008-11-01 | 14.928539606984800 |
| 2008-12-01 | 14.900622999516900 |
| 2009-01-01 | 14.788811081782502 |
| 2009-02-01 | 14.804347410528700 |
| 2009-03-01 | 14.728875946311300 |
| 2009-04-01 | 14.692858508455900 |
| 2009-05-01 | 14.736680095658800 |
| 2009-06-01 | 14.599430815044900 |
| 2009-07-01 | 14.532295659381402 |
| 2009-08-01 | 14.512530205815900 |
| 2009-09-01 | 14.376786802389800 |
| 2009-10-01 | 14.421674063796502 |
| 2009-11-01 | 14.409375012188900 |
| 2009-12-01 | 14.297737934086001 |
| 2010-01-01 | 14.274776050516300 |
| 2010-02-01 | 14.108805775518400 |
| 2010-03-01 | 14.220387821137800 |
| 2010-04-01 | 14.190616625317100 |
| 2010-05-01 | 14.146127176225500 |
| 2010-06-01 | 14.091467216746200 |
| 2010-07-01 | 14.050923114588599 |
| 2010-08-01 | 14.119240971334800 |
| 2010-09-01 | 14.101521231948400 |
| 2010-10-01 | 14.112021344903500 |
| 2010-11-01 | 14.192641064472400 |
| 2010-12-01 | 14.101386627083800 |
| 2011-01-01 | 14.055384994593402 |
| 2011-02-01 | 14.015354638976500 |
| 2011-03-01 | 14.006386467576000 |
| 2011-04-01 | 14.086489078400700 |
| 2011-05-01 | 14.055836662471400 |
| 2011-06-01 | 14.187456240036399 |
| 2011-07-01 | 14.269517439843900 |
| 2011-08-01 | 14.125151520960000 |
| 2011-09-01 | 14.115643197661200 |
| 2011-10-01 | 14.107362450685900 |
| 2011-11-01 | 14.182936083056500 |
| 2011-12-01 | 14.200266937741699 |
| 2012-01-01 | 14.337586937346801 |
| 2012-02-01 | 14.421884502600300 |
| 2012-03-01 | 14.299323639236600 |
| 2012-04-01 | 14.179933618812099 |
| 2012-05-01 | 14.164136686356000 |
| 2012-06-01 | 14.086721925518400 |
| 2012-07-01 | 13.976644656358301 |
| 2012-08-01 | 14.032924669671700 |
| 2012-09-01 | 14.024116245759402 |
| 2012-10-01 | 14.009675231464600 |
| 2012-11-01 | 13.882998330107300 |
| 2012-12-01 | 13.899960904768100 |
| 2013-01-01 | 13.813125232371600 |
| 2013-02-01 | 13.818539944787900 |
| 2013-03-01 | 13.797263721842802 |
| 2013-04-01 | 13.778313919982100 |
| 2013-05-01 | 13.768742468888400 |
| 2013-06-01 | 13.796816504912900 |
| 2013-07-01 | 13.779593194215400 |
| 2013-08-01 | 13.739121895634401 |
| 2013-09-01 | 13.725130271768801 |
| 2013-10-01 | 13.709805377169900 |
| 2013-11-01 | 13.689071335488900 |
| 2013-12-01 | 13.592122624479401 |
| 2014-01-01 | 13.598322946284801 |
| 2014-02-01 | 13.508209512109001 |
| 2014-03-01 | 13.607071908333499 |
| 2014-04-01 | 13.582043621299801 |
| 2014-05-01 | 13.566879477140999 |
| 2014-06-01 | 13.604851326459999 |
| 2014-07-01 | 13.577674796180100 |
| 2014-08-01 | 13.644011758327300 |
| 2014-09-01 | 13.627683537793000 |
| 2014-10-01 | 13.608570044006100 |
| 2014-11-01 | 13.690861151289502 |
| 2014-12-01 | 13.684355925525901 |
| 2015-01-01 | 13.688542293160100 |
| 2015-02-01 | 13.599934294629600 |
| 2015-03-01 | 13.720174869757900 |
| 2015-04-01 | 13.788517156712699 |
| 2015-05-01 | 13.866516449539600 |
| 2015-06-01 | 13.709367223935200 |
| 2015-07-01 | 13.778636949877601 |
| 2015-08-01 | 13.744997501315598 |
| 2015-09-01 | 13.826409219480200 |
| 2015-10-01 | 13.904799139793400 |
| 2015-11-01 | 13.880859524136500 |
| 2015-12-01 | 13.976328582373199 |
| 2016-01-01 | 14.090060053953500 |
| 2016-02-01 | 14.097532067260001 |
| 2016-03-01 | 14.036800544900698 |
| 2016-04-01 | 14.099104700095500 |
| 2016-05-01 | 14.170467367405601 |
| 2016-06-01 | 14.105011258048599 |
| 2016-07-01 | 14.177283178736200 |
| 2016-08-01 | 14.246510103963402 |
| 2016-09-01 | 14.217053643567300 |
| 2016-10-01 | 14.199804003596899 |
| 2016-11-01 | 14.266734305619900 |
| 2016-12-01 | 14.376091121468301 |
| 2017-01-01 | 14.389263407919099 |
| 2017-02-01 | 14.498807572046800 |
| 2017-03-01 | 14.449766210962400 |
| 2017-04-01 | 14.416435464078400 |
| 2017-05-01 | 14.480092460198900 |
| 2017-06-01 | 14.503307591409301 |
| 2017-07-01 | 14.579114377875700 |
| 2017-08-01 | 14.444210400555901 |
| 2017-09-01 | 14.396311797651599 |
| 2017-10-01 | 14.384421379951100 |
| 2017-11-01 | 14.345688768677000 |
| 2017-12-01 | 14.387224766597700 |
| 2018-01-01 | 14.298250477552301 |
| 2018-02-01 | 14.302231274290600 |
| 2018-03-01 | 14.359817131338598 |
| 2018-04-01 | 14.432618832682900 |
| 2018-05-01 | 14.396575476772199 |
| 2018-06-01 | 14.503412588022401 |
| 2018-07-01 | 14.477793202238500 |
| 2018-08-01 | 14.439549626863599 |
| 2018-09-01 | 14.465824756607500 |
| 2018-10-01 | 14.664593038179000 |
| 2018-11-01 | 14.629078011417802 |
| 2018-12-01 | 14.510513086845300 |
| 2019-01-01 | 14.504877638427999 |
| 2019-02-01 | 14.505239806253900 |
| 2019-03-01 | 14.567058029871600 |
| 2019-04-01 | 14.539632319790302 |
| 2019-05-01 | 14.618186502300100 |
| 2019-06-01 | 14.608633729399400 |
| 2019-07-01 | 14.579184730925100 |
| 2019-08-01 | 14.634461067901500 |
| 2019-09-01 | 14.631699985917301 |
| 2019-10-01 | 14.544331405329402 |
| 2019-11-01 | 14.615260118146500 |
| 2019-12-01 | 14.639521789605801 |
| 2020-01-01 | 14.710060206255902 |
| 2020-02-01 | 14.605157615807200 |
| 2020-03-01 | 14.468214130399302 |
| 2020-04-01 | 8.939391394902910 |
| 2020-05-01 | 9.835898289735360 |
| 2020-06-01 | 10.323161287721302 |
| 2020-07-01 | 12.281682145831900 |
| 2020-08-01 | 12.330635828328600 |
| 2020-09-01 | 12.600648505371499 |
| 2020-10-01 | 13.032278359491698 |
| 2020-11-01 | 13.012642866214600 |
| 2020-12-01 | 12.964542550508401 |
| 2021-01-01 | 13.001625604342700 |
| 2021-02-01 | 12.994880588034100 |
| 2021-03-01 | 13.168165781610200 |
| 2021-04-01 | 13.340275909899600 |
| 2021-05-01 | 13.344948770549701 |
| 2021-06-01 | 13.446673175041699 |
| 2021-07-01 | 13.584992899162000 |
| 2021-08-01 | 13.633475439619600 |
| 2021-09-01 | 13.680821053025700 |
| 2021-10-01 | 13.719812557627002 |
| 2021-11-01 | 13.711951856903200 |
| 2021-12-01 | 13.779095369938100 |
| 2022-01-01 | 13.892035629930100 |
| 2022-02-01 | 13.984479511119900 |
| 2022-03-01 | 13.965762323114399 |
| 2022-04-01 | 14.042159029228499 |
| 2022-05-01 | 14.047603565282600 |
| 2022-06-01 | 14.267369074844300 |
| 2022-07-01 | 14.085132240753500 |
| 2022-08-01 | 14.138541241757100 |
| 2022-09-01 | 14.177356884875600 |
| 2022-10-01 | 14.113134394046302 |
| 2022-11-01 | 14.112374988190300 |
| 2022-12-01 | 14.183489460356698 |
| 2023-01-01 | 14.179786099621598 |
| 2023-02-01 | 14.174128006002200 |
| 2023-03-01 | 14.263724419832300 |
| 2023-04-01 | 14.245547152214000 |
| 2023-05-01 | 14.245994022181700 |
| 2023-06-01 | 14.281173476431999 |
| 2023-07-01 | 14.285966309761700 |
| 2023-08-01 | 14.349255635878698 |
| 2023-09-01 | 14.382964306571400 |
| 2023-10-01 | 14.406475870865400 |
| 2023-11-01 | 14.507949162908302 |
| 2023-12-01 | 14.480235632306100 |
| 2024-01-01 | 14.671040781549700 |
| 2024-02-01 | 14.572395428423300 |
| 2024-03-01 | 14.559815945561400 |
| 2024-04-01 | 14.550313354549000 |
| 2024-05-01 | 14.641992180643100 |
| 2024-06-01 | 14.587893432835800 |
| 2024-07-01 | 14.687972047952199 |
| 2024-08-01 | 14.655648515090801 |
| 2024-09-01 | 14.592620156342500 |
| 2024-10-01 | 14.806478758643400 |
| 2024-11-01 | 14.800360665920500 |
