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 2026-01-01 |
| Last Updated | 2026-04-10 4:47 PM 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 | 12.66985098566650 |
| 1990-02-01 | 12.61060414509430 |
| 1990-03-01 | 12.79681604820630 |
| 1990-04-01 | 12.37840686496370 |
| 1990-05-01 | 12.60726936328080 |
| 1990-06-01 | 12.67024609536770 |
| 1990-07-01 | 12.67323365678980 |
| 1990-08-01 | 12.67322108538090 |
| 1990-09-01 | 12.73820823142260 |
| 1990-10-01 | 12.74535218184020 |
| 1990-11-01 | 12.86761104263100 |
| 1990-12-01 | 12.86094062692270 |
| 1991-01-01 | 12.97927484422420 |
| 1991-02-01 | 13.01720619660400 |
| 1991-03-01 | 13.10080978997320 |
| 1991-04-01 | 12.17368009356110 |
| 1991-05-01 | 12.19690874430620 |
| 1991-06-01 | 12.27587992452960 |
| 1991-07-01 | 12.27066008243080 |
| 1991-08-01 | 12.36892643747480 |
| 1991-09-01 | 12.23492028999060 |
| 1991-10-01 | 12.24137757580650 |
| 1991-11-01 | 12.26180066026590 |
| 1991-12-01 | 12.36931636070760 |
| 1992-01-01 | 12.29731944899280 |
| 1992-02-01 | 12.32346009552580 |
| 1992-03-01 | 12.30309474599730 |
| 1992-04-01 | 12.37250016109440 |
| 1992-05-01 | 12.37816186637760 |
| 1992-06-01 | 12.38278036971250 |
| 1992-07-01 | 12.46580179730030 |
| 1992-08-01 | 12.46405040990190 |
| 1992-09-01 | 12.53216055366590 |
| 1992-10-01 | 12.63869226663490 |
| 1992-11-01 | 12.45741291920990 |
| 1992-12-01 | 12.57509332367880 |
| 1993-01-01 | 12.50964441359240 |
| 1993-02-01 | 12.52903818818380 |
| 1993-03-01 | 12.50292173361040 |
| 1993-04-01 | 12.57812488171110 |
| 1993-05-01 | 12.66170805072170 |
| 1993-06-01 | 12.49628197592350 |
| 1993-07-01 | 12.35824462788370 |
| 1993-08-01 | 12.16200862996270 |
| 1993-09-01 | 12.42422789473130 |
| 1993-10-01 | 12.43994842874930 |
| 1993-11-01 | 12.45480504171230 |
| 1993-12-01 | 12.38442143358910 |
| 1994-01-01 | 12.40707315930620 |
| 1994-02-01 | 12.42778427393770 |
| 1994-03-01 | 12.49309867408630 |
| 1994-04-01 | 12.69130647870410 |
| 1994-05-01 | 12.75561779225200 |
| 1994-06-01 | 12.61278375144430 |
| 1994-07-01 | 12.75358579828980 |
| 1994-08-01 | 12.76318786180400 |
| 1994-09-01 | 12.71796390766370 |
| 1994-10-01 | 12.74734511079520 |
| 1994-11-01 | 12.75464404656530 |
| 1994-12-01 | 12.69461887456790 |
| 1995-01-01 | 12.68260697463340 |
| 1995-02-01 | 12.81508726439610 |
| 1995-03-01 | 12.87431223154840 |
| 1995-04-01 | 12.91112252885110 |
| 1995-05-01 | 13.05801267544340 |
| 1995-06-01 | 13.13941733648650 |
| 1995-07-01 | 13.15060620754960 |
| 1995-08-01 | 13.16709308678040 |
| 1995-09-01 | 13.21127420644670 |
| 1995-10-01 | 13.26052955756530 |
| 1995-11-01 | 13.35930563229370 |
| 1995-12-01 | 13.50902834576600 |
| 1996-01-01 | 13.14868782516330 |
| 1996-02-01 | 13.48624539212370 |
| 1996-03-01 | 13.54454872474040 |
| 1996-04-01 | 13.53061626712830 |
| 1996-05-01 | 13.56996602341590 |
| 1996-06-01 | 13.86557034681040 |
| 1996-07-01 | 13.75148919143990 |
| 1996-08-01 | 13.87291659814970 |
| 1996-09-01 | 14.01148529831950 |
| 1996-10-01 | 13.48020612304270 |
| 1996-11-01 | 13.56948465020470 |
| 1996-12-01 | 13.61464384870980 |
| 1997-01-01 | 13.71034617914220 |
| 1997-02-01 | 13.65516391378960 |
| 1997-03-01 | 13.71225963913400 |
| 1997-04-01 | 13.74783505217560 |
| 1997-05-01 | 13.68459467386970 |
| 1997-06-01 | 13.78432325474900 |
| 1997-07-01 | 13.95612476488450 |
| 1997-08-01 | 13.98122954195370 |
| 1997-09-01 | 14.01018420528500 |
| 1997-10-01 | 14.19926256853470 |
| 1997-11-01 | 14.07627445989650 |
| 1997-12-01 | 14.12141593081130 |
| 1998-01-01 | 14.18375349726730 |
| 1998-02-01 | 14.24009528776620 |
| 1998-03-01 | 14.18314031077100 |
| 1998-04-01 | 14.15517664925430 |
| 1998-05-01 | 14.19250849278380 |
| 1998-06-01 | 14.08604018093070 |
| 1998-07-01 | 14.05525398088970 |
| 1998-08-01 | 14.08835284084230 |
| 1998-09-01 | 14.11623861484690 |
| 1998-10-01 | 14.11914831339160 |
| 1998-11-01 | 13.97589291162180 |
| 1998-12-01 | 14.12859973512010 |
| 1999-01-01 | 14.17346900893330 |
| 1999-02-01 | 14.34307746731020 |
| 1999-03-01 | 14.46617402317130 |
| 1999-04-01 | 14.35792726255880 |
| 1999-05-01 | 14.28443931684720 |
| 1999-06-01 | 14.27308561948000 |
| 1999-07-01 | 14.34969599966480 |
| 1999-08-01 | 14.38957451940830 |
| 1999-09-01 | 14.41988473024740 |
| 1999-10-01 | 14.33844695187780 |
| 1999-11-01 | 14.47478823965250 |
| 1999-12-01 | 14.53402577383060 |
| 2000-01-01 | 14.58477589702720 |
| 2000-02-01 | 14.76295061465330 |
| 2000-03-01 | 14.55830948216470 |
| 2000-04-01 | 14.45621914100050 |
| 2000-05-01 | 14.46549147872550 |
| 2000-06-01 | 14.54907367926090 |
| 2000-07-01 | 14.33615940400440 |
| 2000-08-01 | 14.49156355500500 |
| 2000-09-01 | 14.52167676214890 |
| 2000-10-01 | 14.55212215140910 |
| 2000-11-01 | 14.67610202659370 |
| 2000-12-01 | 14.63591588968280 |
| 2001-01-01 | 14.70500965724110 |
| 2001-02-01 | 14.68895836756400 |
| 2001-03-01 | 14.86328366861070 |
| 2001-04-01 | 14.85212828835790 |
| 2001-05-01 | 14.94432835488020 |
| 2001-06-01 | 15.01516876557290 |
| 2001-07-01 | 15.02696548243370 |
| 2001-08-01 | 14.99775057772860 |
| 2001-09-01 | 14.91511993055450 |
| 2001-10-01 | 14.85815454453280 |
| 2001-11-01 | 14.97959652366230 |
| 2001-12-01 | 14.93786311300350 |
| 2002-01-01 | 14.92887194103730 |
| 2002-02-01 | 14.91442137855960 |
| 2002-03-01 | 14.87349595411200 |
| 2002-04-01 | 14.94279170169530 |
| 2002-05-01 | 14.92525803301180 |
| 2002-06-01 | 14.88944738037630 |
| 2002-07-01 | 14.91773991486390 |
| 2002-08-01 | 15.00428730963030 |
| 2002-09-01 | 14.89950486630360 |
| 2002-10-01 | 14.85948720330270 |
| 2002-11-01 | 14.79041553988560 |
| 2002-12-01 | 14.94206190006110 |
| 2003-01-01 | 14.85375188232280 |
| 2003-02-01 | 14.82504158451330 |
| 2003-03-01 | 14.89295343296550 |
| 2003-04-01 | 14.82588357904940 |
| 2003-05-01 | 14.90132640110470 |
| 2003-06-01 | 14.87471457607750 |
| 2003-07-01 | 14.92296727967840 |
| 2003-08-01 | 14.90929675789330 |
| 2003-09-01 | 14.97470681559390 |
| 2003-10-01 | 15.06099493325220 |
| 2003-11-01 | 15.01203279610220 |
| 2003-12-01 | 14.94006218994890 |
| 2004-01-01 | 14.97504781114700 |
| 2004-02-01 | 15.02399782864120 |
| 2004-03-01 | 15.00753379508890 |
| 2004-04-01 | 15.11002368538660 |
| 2004-05-01 | 15.07959770123370 |
| 2004-06-01 | 15.17708008018770 |
| 2004-07-01 | 15.13378430268350 |
| 2004-08-01 | 15.11093961899340 |
| 2004-09-01 | 15.14485487955640 |
| 2004-10-01 | 15.36397415778020 |
| 2004-11-01 | 15.33516360837860 |
| 2004-12-01 | 15.33633094099170 |
| 2005-01-01 | 15.38866320174790 |
| 2005-02-01 | 15.51437836913330 |
| 2005-03-01 | 15.52165032399260 |
| 2005-04-01 | 15.19822498180630 |
| 2005-05-01 | 15.26365999019010 |
| 2005-06-01 | 15.28102641622710 |
| 2005-07-01 | 15.24888836278670 |
| 2005-08-01 | 15.21404226630140 |
| 2005-09-01 | 15.22419097516610 |
| 2005-10-01 | 15.06405818452380 |
| 2005-11-01 | 15.05092891395990 |
| 2005-12-01 | 15.02668783497040 |
| 2006-01-01 | 14.99687554976340 |
| 2006-02-01 | 15.00560367134710 |
| 2006-03-01 | 15.02848359501990 |
| 2006-04-01 | 15.09692556778720 |
| 2006-05-01 | 15.15023734434660 |
| 2006-06-01 | 15.08981237598690 |
| 2006-07-01 | 15.06408883865040 |
| 2006-08-01 | 15.11144709411550 |
| 2006-09-01 | 15.11731446429020 |
| 2006-10-01 | 15.06181303746140 |
| 2006-11-01 | 15.05357484839690 |
| 2006-12-01 | 15.11798288361900 |
| 2007-01-01 | 15.10126713545840 |
| 2007-02-01 | 14.99973374904720 |
| 2007-03-01 | 15.23423514029650 |
| 2007-04-01 | 15.09436983380000 |
| 2007-05-01 | 15.13795973731670 |
| 2007-06-01 | 15.09912875252010 |
| 2007-07-01 | 15.18663990528680 |
| 2007-08-01 | 15.20768638160850 |
| 2007-09-01 | 15.22684987748930 |
| 2007-10-01 | 15.15136533608790 |
| 2007-11-01 | 15.14609129878180 |
| 2007-12-01 | 15.20484233667300 |
| 2008-01-01 | 15.19993100315050 |
| 2008-02-01 | 15.20150620983970 |
| 2008-03-01 | 15.13487746813500 |
| 2008-04-01 | 15.09478510842790 |
| 2008-05-01 | 15.03208154995070 |
| 2008-06-01 | 15.20312252740490 |
| 2008-07-01 | 15.10897294266580 |
| 2008-08-01 | 15.00568732281500 |
| 2008-09-01 | 15.04920244735530 |
| 2008-10-01 | 15.03922297224320 |
| 2008-11-01 | 14.92854689846330 |
| 2008-12-01 | 14.90062631571310 |
| 2009-01-01 | 14.78882833665920 |
| 2009-02-01 | 14.80431264813450 |
| 2009-03-01 | 14.72887196989680 |
| 2009-04-01 | 14.69285389594420 |
| 2009-05-01 | 14.73667834199070 |
| 2009-06-01 | 14.59941652538370 |
| 2009-07-01 | 14.53228252931360 |
| 2009-08-01 | 14.51254390362890 |
| 2009-09-01 | 14.37681141130230 |
| 2009-10-01 | 14.42171130259540 |
| 2009-11-01 | 14.40938940649170 |
| 2009-12-01 | 14.29773758642910 |
| 2010-01-01 | 14.27479733499320 |
| 2010-02-01 | 14.10872383977450 |
| 2010-03-01 | 14.22036874022410 |
| 2010-04-01 | 14.19060396208760 |
| 2010-05-01 | 14.14612514984540 |
| 2010-06-01 | 14.09145105700450 |
| 2010-07-01 | 14.05090143602050 |
| 2010-08-01 | 14.11926597729490 |
| 2010-09-01 | 14.10156726998790 |
| 2010-10-01 | 14.11210046416560 |
| 2010-11-01 | 14.19269294291650 |
| 2010-12-01 | 14.10143618985340 |
| 2011-01-01 | 14.05548097955940 |
| 2011-02-01 | 14.01495208989670 |
| 2011-03-01 | 14.00641576128380 |
| 2011-04-01 | 14.08650664444350 |
| 2011-05-01 | 14.05584538221220 |
| 2011-06-01 | 14.18743931847470 |
| 2011-07-01 | 14.26948224202370 |
| 2011-08-01 | 14.12517287786430 |
| 2011-09-01 | 14.11569679692730 |
| 2011-10-01 | 14.10748632316520 |
| 2011-11-01 | 14.18305054579200 |
| 2011-12-01 | 14.20041220896030 |
| 2012-01-01 | 14.33779595605490 |
| 2012-02-01 | 14.42109835425780 |
| 2012-03-01 | 14.29944049122380 |
| 2012-04-01 | 14.18000675760010 |
| 2012-05-01 | 14.16407935477620 |
| 2012-06-01 | 14.08669274573930 |
| 2012-07-01 | 13.97658676845970 |
| 2012-08-01 | 14.03292080730560 |
| 2012-09-01 | 14.02416170304140 |
| 2012-10-01 | 14.00980623202090 |
| 2012-11-01 | 13.88308308600860 |
| 2012-12-01 | 13.90014687235520 |
| 2013-01-01 | 13.81399127295820 |
| 2013-02-01 | 13.81732021763630 |
| 2013-03-01 | 13.79743553260320 |
| 2013-04-01 | 13.77838880754010 |
| 2013-05-01 | 13.76852283672390 |
| 2013-06-01 | 13.79666074375990 |
| 2013-07-01 | 13.77938331052500 |
| 2013-08-01 | 13.73891218287770 |
| 2013-09-01 | 13.72493569636140 |
| 2013-10-01 | 13.71093423204720 |
| 2013-11-01 | 13.68887530643130 |
| 2013-12-01 | 13.59207380857520 |
| 2014-01-01 | 13.59953169207330 |
| 2014-02-01 | 13.50771508617800 |
| 2014-03-01 | 13.60698988281920 |
| 2014-04-01 | 13.58186979009330 |
| 2014-05-01 | 13.56631520901210 |
| 2014-06-01 | 13.60442990957840 |
| 2014-07-01 | 13.57716289435120 |
| 2014-08-01 | 13.64360135578080 |
| 2014-09-01 | 13.62734723016180 |
| 2014-10-01 | 13.61081313094860 |
| 2014-11-01 | 13.69051099230920 |
| 2014-12-01 | 13.68416099736540 |
| 2015-01-01 | 13.69013112986850 |
| 2015-02-01 | 13.60030874460830 |
| 2015-03-01 | 13.71983164234550 |
| 2015-04-01 | 13.78805142282940 |
| 2015-05-01 | 13.86556045618130 |
| 2015-06-01 | 13.70847967703770 |
| 2015-07-01 | 13.77754221283650 |
| 2015-08-01 | 13.74393715795320 |
| 2015-09-01 | 13.82530065257320 |
| 2015-10-01 | 13.90917674490930 |
| 2015-11-01 | 13.88186270906370 |
| 2015-12-01 | 13.97553070007140 |
| 2016-01-01 | 14.09119410947240 |
| 2016-02-01 | 14.09906241984710 |
| 2016-03-01 | 14.03617983604090 |
| 2016-04-01 | 14.09832876781430 |
| 2016-05-01 | 14.16911129540050 |
| 2016-06-01 | 14.10359570757720 |
| 2016-07-01 | 14.17550942346180 |
| 2016-08-01 | 14.24475396443080 |
| 2016-09-01 | 14.21525146238910 |
| 2016-10-01 | 14.20527736637220 |
| 2016-11-01 | 14.26939709540800 |
| 2016-12-01 | 14.37514480413520 |
| 2017-01-01 | 14.39079668898940 |
| 2017-02-01 | 14.50098827034350 |
| 2017-03-01 | 14.44913597271980 |
| 2017-04-01 | 14.41594413865270 |
| 2017-05-01 | 14.47882008343300 |
| 2017-06-01 | 14.50025622577410 |
| 2017-07-01 | 14.57635096140480 |
| 2017-08-01 | 14.44089198179980 |
| 2017-09-01 | 14.39281337425490 |
| 2017-10-01 | 14.39289276234020 |
| 2017-11-01 | 14.34957351444960 |
| 2017-12-01 | 14.38536876508200 |
| 2018-01-01 | 14.29860584982650 |
| 2018-02-01 | 14.31156691069950 |
| 2018-03-01 | 14.35790492884450 |
| 2018-04-01 | 14.43093298316110 |
| 2018-05-01 | 14.39441100575400 |
| 2018-06-01 | 14.49800241874410 |
| 2018-07-01 | 14.47368235685100 |
| 2018-08-01 | 14.43498969901550 |
| 2018-09-01 | 14.46164776152940 |
| 2018-10-01 | 14.67449194714200 |
| 2018-11-01 | 14.63341131555070 |
| 2018-12-01 | 14.50888090654890 |
| 2019-01-01 | 14.50479956063900 |
| 2019-02-01 | 14.52526666680860 |
| 2019-03-01 | 14.56385756584920 |
| 2019-04-01 | 14.53678894096490 |
| 2019-05-01 | 14.61526278663220 |
| 2019-06-01 | 14.59248187233050 |
| 2019-07-01 | 14.57428055227930 |
| 2019-08-01 | 14.62938767934830 |
| 2019-09-01 | 14.62784920756500 |
| 2019-10-01 | 14.55694213467780 |
| 2019-11-01 | 14.62170422355750 |
| 2019-12-01 | 14.63986196692150 |
| 2020-01-01 | 14.71075034650840 |
| 2020-02-01 | 14.63682324971210 |
| 2020-03-01 | 14.46407311359110 |
| 2020-04-01 | 8.93383844534023 |
| 2020-05-01 | 9.82856589452628 |
| 2020-06-01 | 10.29214003192530 |
| 2020-07-01 | 12.27628366056340 |
| 2020-08-01 | 12.32443334606010 |
| 2020-09-01 | 12.59594379688860 |
| 2020-10-01 | 13.04878367613780 |
| 2020-11-01 | 13.03156467408940 |
| 2020-12-01 | 12.96511171397670 |
| 2021-01-01 | 13.00324618756070 |
| 2021-02-01 | 13.04075319252460 |
| 2021-03-01 | 13.16086779690970 |
| 2021-04-01 | 13.33014393240110 |
| 2021-05-01 | 13.33713734347090 |
| 2021-06-01 | 13.39008596992250 |
| 2021-07-01 | 13.57944083795840 |
| 2021-08-01 | 13.62354782694860 |
| 2021-09-01 | 13.67184207275580 |
| 2021-10-01 | 13.74520540342560 |
| 2021-11-01 | 13.75009070779830 |
| 2021-12-01 | 13.78042812282900 |
| 2022-01-01 | 13.89834578159960 |
| 2022-02-01 | 14.04612326170920 |
| 2022-03-01 | 13.94900860956790 |
| 2022-04-01 | 14.02659651350910 |
| 2022-05-01 | 14.04305470690270 |
| 2022-06-01 | 14.18436946587810 |
| 2022-07-01 | 14.07617016921480 |
| 2022-08-01 | 14.11868457610660 |
| 2022-09-01 | 14.16423591834920 |
| 2022-10-01 | 14.14862212985400 |
| 2022-11-01 | 14.17457410521510 |
| 2022-12-01 | 14.18732835220200 |
| 2023-01-01 | 14.19176950846450 |
| 2023-02-01 | 14.24890386991040 |
| 2023-03-01 | 14.23575374556990 |
| 2023-04-01 | 14.22829787130880 |
| 2023-05-01 | 14.24842505195980 |
| 2023-06-01 | 14.16922909613030 |
| 2023-07-01 | 14.17082485743470 |
| 2023-08-01 | 14.21673080303540 |
| 2023-09-01 | 14.26951753836690 |
| 2023-10-01 | 14.25209842700880 |
| 2023-11-01 | 14.28899822061080 |
| 2023-12-01 | 14.48875216799030 |
| 2024-01-01 | 14.49279202744030 |
| 2024-02-01 | 14.45232192936630 |
| 2024-03-01 | 14.52084980432540 |
| 2024-04-01 | 14.53442551478610 |
| 2024-05-01 | 14.54900105855670 |
| 2024-06-01 | 14.55849146048200 |
| 2024-07-01 | 14.56446823950400 |
| 2024-08-01 | 14.50944189524970 |
| 2024-09-01 | 14.58107575414090 |
| 2024-10-01 | 14.56004640518240 |
| 2024-11-01 | 14.49776612525210 |
| 2024-12-01 | 14.58644363151330 |
| 2025-01-01 | 14.38962530416510 |
| 2025-02-01 | 14.45385207286870 |
| 2025-03-01 | 14.51079949848020 |
| 2025-04-01 | 14.34468971974970 |
| 2025-05-01 | 14.44926730984040 |
| 2025-06-01 | 14.55176894061710 |
| 2025-07-01 | 14.55867408531460 |
| 2025-08-01 | 14.60611413186770 |
| 2025-09-01 | 14.49021973941810 |
| 2025-10-01 | 14.56085150594110 |
| 2025-11-01 | 14.59692499650080 |
| 2025-12-01 | 14.48408868773600 |
| 2026-01-01 | 14.59323725400830 |