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 2026-05-01 |
| Last Updated | 2026-06-24 10:14 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 | 12.66978591898500 |
| 1990-02-01 | 12.61052874477930 |
| 1990-03-01 | 12.79683921685850 |
| 1990-04-01 | 12.37850457030750 |
| 1990-05-01 | 12.60732190351570 |
| 1990-06-01 | 12.67028979116470 |
| 1990-07-01 | 12.67326093580470 |
| 1990-08-01 | 12.67319867493400 |
| 1990-09-01 | 12.73820353368170 |
| 1990-10-01 | 12.74530657941360 |
| 1990-11-01 | 12.86763243059560 |
| 1990-12-01 | 12.86088589113750 |
| 1991-01-01 | 12.97921538291360 |
| 1991-02-01 | 13.01713823197920 |
| 1991-03-01 | 13.10082948436990 |
| 1991-04-01 | 12.17377440232570 |
| 1991-05-01 | 12.19695141935180 |
| 1991-06-01 | 12.27592412687170 |
| 1991-07-01 | 12.27068404263620 |
| 1991-08-01 | 12.36890578808810 |
| 1991-09-01 | 12.23491598568290 |
| 1991-10-01 | 12.24133726219240 |
| 1991-11-01 | 12.26181969396220 |
| 1991-12-01 | 12.36926833244100 |
| 1992-01-01 | 12.29726502312070 |
| 1992-02-01 | 12.32340132449710 |
| 1992-03-01 | 12.30311430423610 |
| 1992-04-01 | 12.37258399499250 |
| 1992-05-01 | 12.37819121282360 |
| 1992-06-01 | 12.38282107592100 |
| 1992-07-01 | 12.46581981531430 |
| 1992-08-01 | 12.46403051612450 |
| 1992-09-01 | 12.53215826932060 |
| 1992-10-01 | 12.63866249455520 |
| 1992-11-01 | 12.45743852858340 |
| 1992-12-01 | 12.57504365754780 |
| 1993-01-01 | 12.50958920184550 |
| 1993-02-01 | 12.52900700460420 |
| 1993-03-01 | 12.50293961368340 |
| 1993-04-01 | 12.57819251896680 |
| 1993-05-01 | 12.66172188259910 |
| 1993-06-01 | 12.49631581927900 |
| 1993-07-01 | 12.35825279474600 |
| 1993-08-01 | 12.16198998853210 |
| 1993-09-01 | 12.42421872658480 |
| 1993-10-01 | 12.43993749231720 |
| 1993-11-01 | 12.45484554831160 |
| 1993-12-01 | 12.38437390201920 |
| 1994-01-01 | 12.40701512930300 |
| 1994-02-01 | 12.42777699033170 |
| 1994-03-01 | 12.49311616388180 |
| 1994-04-01 | 12.69135413822500 |
| 1994-05-01 | 12.75562085737870 |
| 1994-06-01 | 12.61280595221140 |
| 1994-07-01 | 12.75358350474660 |
| 1994-08-01 | 12.76316672548020 |
| 1994-09-01 | 12.71794619845580 |
| 1994-10-01 | 12.74737076895350 |
| 1994-11-01 | 12.75468960013530 |
| 1994-12-01 | 12.69457159515930 |
| 1995-01-01 | 12.68254790511760 |
| 1995-02-01 | 12.81510225267540 |
| 1995-03-01 | 12.87432457607600 |
| 1995-04-01 | 12.91115520581260 |
| 1995-05-01 | 13.05800882592510 |
| 1995-06-01 | 13.13942861242560 |
| 1995-07-01 | 13.15059367046010 |
| 1995-08-01 | 13.16707022892530 |
| 1995-09-01 | 13.21124587227210 |
| 1995-10-01 | 13.26058661396500 |
| 1995-11-01 | 13.35935415771750 |
| 1995-12-01 | 13.50898970726770 |
| 1996-01-01 | 13.14863186653650 |
| 1996-02-01 | 13.48626203216460 |
| 1996-03-01 | 13.54455937967550 |
| 1996-04-01 | 13.53063644991120 |
| 1996-05-01 | 13.56996374297440 |
| 1996-06-01 | 13.86557035830390 |
| 1996-07-01 | 13.75147100579640 |
| 1996-08-01 | 13.87289003013070 |
| 1996-09-01 | 14.01145377680740 |
| 1996-10-01 | 13.48029084994510 |
| 1996-11-01 | 13.56952839000230 |
| 1996-12-01 | 13.61460654848100 |
| 1997-01-01 | 13.71029562380280 |
| 1997-02-01 | 13.65518170628630 |
| 1997-03-01 | 13.71226920588250 |
| 1997-04-01 | 13.74784529801980 |
| 1997-05-01 | 13.68459574579160 |
| 1997-06-01 | 13.78431650143240 |
| 1997-07-01 | 13.95610410616540 |
| 1997-08-01 | 13.98120196080340 |
| 1997-09-01 | 14.01014942669820 |
| 1997-10-01 | 14.19935017787150 |
| 1997-11-01 | 14.07631724944520 |
| 1997-12-01 | 14.12139069104760 |
| 1998-01-01 | 14.18371913821190 |
| 1998-02-01 | 14.24010593339680 |
| 1998-03-01 | 14.18314421425700 |
| 1998-04-01 | 14.15517529012970 |
| 1998-05-01 | 14.19251052351220 |
| 1998-06-01 | 14.08602968943590 |
| 1998-07-01 | 14.05523556804350 |
| 1998-08-01 | 14.08832998300320 |
| 1998-09-01 | 14.11621044963190 |
| 1998-10-01 | 14.11923058926590 |
| 1998-11-01 | 13.97592255940050 |
| 1998-12-01 | 14.12858448440290 |
| 1999-01-01 | 14.17345059327900 |
| 1999-02-01 | 14.34308019051120 |
| 1999-03-01 | 14.46617200337400 |
| 1999-04-01 | 14.35792266690270 |
| 1999-05-01 | 14.28443856182270 |
| 1999-06-01 | 14.27307734670550 |
| 1999-07-01 | 14.34968163899080 |
| 1999-08-01 | 14.38955951046990 |
| 1999-09-01 | 14.41986684922120 |
| 1999-10-01 | 14.33850518578580 |
| 1999-11-01 | 14.47480767858310 |
| 1999-12-01 | 14.53402235679130 |
| 2000-01-01 | 14.58477063518950 |
| 2000-02-01 | 14.76294669831600 |
| 2000-03-01 | 14.55830319743950 |
| 2000-04-01 | 14.45621243181440 |
| 2000-05-01 | 14.46548821011490 |
| 2000-06-01 | 14.54906785776310 |
| 2000-07-01 | 14.33615043645030 |
| 2000-08-01 | 14.49155720737350 |
| 2000-09-01 | 14.52167114375830 |
| 2000-10-01 | 14.55216099668200 |
| 2000-11-01 | 14.67611155749810 |
| 2000-12-01 | 14.63591203360900 |
| 2001-01-01 | 14.70500565984140 |
| 2001-02-01 | 14.68895528305630 |
| 2001-03-01 | 14.86327921632370 |
| 2001-04-01 | 14.85212387031220 |
| 2001-05-01 | 14.94432514423580 |
| 2001-06-01 | 15.01516603068310 |
| 2001-07-01 | 15.02696044477910 |
| 2001-08-01 | 14.99774859779930 |
| 2001-09-01 | 14.91511857715670 |
| 2001-10-01 | 14.85817525466280 |
| 2001-11-01 | 14.97960222442310 |
| 2001-12-01 | 14.93786119986020 |
| 2002-01-01 | 14.92886953697210 |
| 2002-02-01 | 14.91441872203350 |
| 2002-03-01 | 14.87349291258900 |
| 2002-04-01 | 14.94278885838690 |
| 2002-05-01 | 14.92525619452560 |
| 2002-06-01 | 14.88944619864240 |
| 2002-07-01 | 14.91773735204610 |
| 2002-08-01 | 15.00428675803340 |
| 2002-09-01 | 14.89950463170460 |
| 2002-10-01 | 14.85950099611680 |
| 2002-11-01 | 14.79041532984570 |
| 2002-12-01 | 14.94206090652320 |
| 2003-01-01 | 14.85375068902290 |
| 2003-02-01 | 14.82503956991510 |
| 2003-03-01 | 14.89295169580540 |
| 2003-04-01 | 14.82588228906370 |
| 2003-05-01 | 14.90132572737880 |
| 2003-06-01 | 14.87471421144010 |
| 2003-07-01 | 14.92296634645780 |
| 2003-08-01 | 14.90929689965340 |
| 2003-09-01 | 14.97470722218540 |
| 2003-10-01 | 15.06099983449640 |
| 2003-11-01 | 15.01203322320500 |
| 2003-12-01 | 14.94006184745220 |
| 2004-01-01 | 14.97504733972140 |
| 2004-02-01 | 15.02399677192820 |
| 2004-03-01 | 15.00753295568970 |
| 2004-04-01 | 15.11002304134740 |
| 2004-05-01 | 15.07959732549660 |
| 2004-06-01 | 15.17707986258070 |
| 2004-07-01 | 15.13378419456850 |
| 2004-08-01 | 15.11093951159690 |
| 2004-09-01 | 15.14485482257580 |
| 2004-10-01 | 15.36397715200320 |
| 2004-11-01 | 15.33516361757630 |
| 2004-12-01 | 15.33633055147800 |
| 2005-01-01 | 15.38866287875710 |
| 2005-02-01 | 15.51437786701680 |
| 2005-03-01 | 15.52164990338820 |
| 2005-04-01 | 15.19822470283230 |
| 2005-05-01 | 15.26365985332950 |
| 2005-06-01 | 15.28102635874380 |
| 2005-07-01 | 15.24888835284430 |
| 2005-08-01 | 15.21404225283980 |
| 2005-09-01 | 15.22419096243540 |
| 2005-10-01 | 15.06405949325780 |
| 2005-11-01 | 15.05092895400850 |
| 2005-12-01 | 15.02668767541010 |
| 2006-01-01 | 14.99687542223390 |
| 2006-02-01 | 15.00560335629750 |
| 2006-03-01 | 15.02848338862050 |
| 2006-04-01 | 15.09692542666110 |
| 2006-05-01 | 15.15023724099310 |
| 2006-06-01 | 15.08981233815720 |
| 2006-07-01 | 15.06408883262920 |
| 2006-08-01 | 15.11144711777170 |
| 2006-09-01 | 15.11731448676170 |
| 2006-10-01 | 15.06181382650590 |
| 2006-11-01 | 15.05357485387040 |
| 2006-12-01 | 15.11798284811650 |
| 2007-01-01 | 15.10126705703480 |
| 2007-02-01 | 14.99973337251690 |
| 2007-03-01 | 15.23423500023100 |
| 2007-04-01 | 15.09436974789860 |
| 2007-05-01 | 15.13795965257850 |
| 2007-06-01 | 15.09912875075030 |
| 2007-07-01 | 15.18663995576560 |
| 2007-08-01 | 15.20768648265130 |
| 2007-09-01 | 15.22685003225830 |
| 2007-10-01 | 15.15136567393420 |
| 2007-11-01 | 15.14609154209690 |
| 2007-12-01 | 15.20484231361490 |
| 2008-01-01 | 15.19993089822400 |
| 2008-02-01 | 15.20150565965070 |
| 2008-03-01 | 15.13487727052860 |
| 2008-04-01 | 15.09478494906630 |
| 2008-05-01 | 15.03208138466550 |
| 2008-06-01 | 15.20312251422890 |
| 2008-07-01 | 15.10897312216680 |
| 2008-08-01 | 15.00568759943420 |
| 2008-09-01 | 15.04920294353160 |
| 2008-10-01 | 15.03922340891870 |
| 2008-11-01 | 14.92854760121550 |
| 2008-12-01 | 14.90062646527570 |
| 2009-01-01 | 14.78882783403650 |
| 2009-02-01 | 14.80431066320130 |
| 2009-03-01 | 14.72887168105050 |
| 2009-04-01 | 14.69285362671280 |
| 2009-05-01 | 14.73667812190490 |
| 2009-06-01 | 14.59941660519460 |
| 2009-07-01 | 14.53228325508780 |
| 2009-08-01 | 14.51254469245510 |
| 2009-09-01 | 14.37681263912490 |
| 2009-10-01 | 14.42171240171830 |
| 2009-11-01 | 14.40939066479380 |
| 2009-12-01 | 14.29773762242660 |
| 2010-01-01 | 14.27479582424000 |
| 2010-02-01 | 14.10871980098490 |
| 2010-03-01 | 14.22036773026230 |
| 2010-04-01 | 14.19060326584290 |
| 2010-05-01 | 14.14612492345850 |
| 2010-06-01 | 14.09145149361670 |
| 2010-07-01 | 14.05090296109970 |
| 2010-08-01 | 14.11926778041220 |
| 2010-09-01 | 14.10156997117680 |
| 2010-10-01 | 14.11210298810240 |
| 2010-11-01 | 14.19269571953450 |
| 2010-12-01 | 14.10143787618960 |
| 2011-01-01 | 14.05548079307830 |
| 2011-02-01 | 14.01493328183230 |
| 2011-03-01 | 14.00641625178320 |
| 2011-04-01 | 14.08650699270410 |
| 2011-05-01 | 14.05584586106840 |
| 2011-06-01 | 14.18744043088370 |
| 2011-07-01 | 14.26948510540760 |
| 2011-08-01 | 14.12517693861530 |
| 2011-09-01 | 14.11570274295630 |
| 2011-10-01 | 14.10749210616160 |
| 2011-11-01 | 14.18305597835330 |
| 2011-12-01 | 14.20041560417970 |
| 2012-01-01 | 14.33779648479640 |
| 2012-02-01 | 14.42105634279590 |
| 2012-03-01 | 14.29944063753470 |
| 2012-04-01 | 14.18000996196230 |
| 2012-05-01 | 14.16408009794500 |
| 2012-06-01 | 14.08669492909330 |
| 2012-07-01 | 13.97659229494930 |
| 2012-08-01 | 14.03292991688620 |
| 2012-09-01 | 14.02417441044270 |
| 2012-10-01 | 14.00981921339670 |
| 2012-11-01 | 13.88309092929300 |
| 2012-12-01 | 13.90015367079400 |
| 2013-01-01 | 13.81398366056050 |
| 2013-02-01 | 13.81725401486850 |
| 2013-03-01 | 13.79743428225770 |
| 2013-04-01 | 13.77839385015330 |
| 2013-05-01 | 13.76852233287000 |
| 2013-06-01 | 13.79666199335770 |
| 2013-07-01 | 13.77938804940980 |
| 2013-08-01 | 13.73892392153790 |
| 2013-09-01 | 13.72495503822720 |
| 2013-10-01 | 13.71097695424940 |
| 2013-11-01 | 13.68889162580570 |
| 2013-12-01 | 13.59209546472440 |
| 2014-01-01 | 13.59953180990910 |
| 2014-02-01 | 13.50754954559550 |
| 2014-03-01 | 13.60700083565590 |
| 2014-04-01 | 13.58188577905740 |
| 2014-05-01 | 13.56631714617630 |
| 2014-06-01 | 13.60443024961810 |
| 2014-07-01 | 13.57717227102500 |
| 2014-08-01 | 13.64361654244850 |
| 2014-09-01 | 13.62737483497070 |
| 2014-10-01 | 13.61088925074990 |
| 2014-11-01 | 13.69053799499740 |
| 2014-12-01 | 13.68419532753440 |
| 2015-01-01 | 13.69013251379290 |
| 2015-02-01 | 13.60004372596310 |
| 2015-03-01 | 13.71984906538900 |
| 2015-04-01 | 13.78807494441300 |
| 2015-05-01 | 13.86556713143060 |
| 2015-06-01 | 13.70848269825980 |
| 2015-07-01 | 13.77755904370220 |
| 2015-08-01 | 13.74395166607730 |
| 2015-09-01 | 13.82531918517010 |
| 2015-10-01 | 13.90929035151110 |
| 2015-11-01 | 13.88202585872670 |
| 2015-12-01 | 13.97552274317940 |
| 2016-01-01 | 14.09115128166180 |
| 2016-02-01 | 14.09866742377000 |
| 2016-03-01 | 14.03617052724600 |
| 2016-04-01 | 14.09834178336560 |
| 2016-05-01 | 14.16912593161570 |
| 2016-06-01 | 14.10362523473160 |
| 2016-07-01 | 14.17557180670160 |
| 2016-08-01 | 14.24482515616360 |
| 2016-09-01 | 14.21532425819250 |
| 2016-10-01 | 14.20545610414330 |
| 2016-11-01 | 14.26969715827440 |
| 2016-12-01 | 14.37501135642280 |
| 2017-01-01 | 14.39064637683190 |
| 2017-02-01 | 14.50034197388650 |
| 2017-03-01 | 14.44914881963700 |
| 2017-04-01 | 14.41571157950360 |
| 2017-05-01 | 14.47901441011610 |
| 2017-06-01 | 14.50043042604010 |
| 2017-07-01 | 14.57649884209880 |
| 2017-08-01 | 14.44107668155750 |
| 2017-09-01 | 14.39304268911300 |
| 2017-10-01 | 14.39313092716940 |
| 2017-11-01 | 14.35006788064550 |
| 2017-12-01 | 14.38517356917630 |
| 2018-01-01 | 14.29842645805290 |
| 2018-02-01 | 14.30977187749610 |
| 2018-03-01 | 14.35803346791760 |
| 2018-04-01 | 14.43056756303590 |
| 2018-05-01 | 14.39491486463150 |
| 2018-06-01 | 14.49846400233830 |
| 2018-07-01 | 14.47404130531390 |
| 2018-08-01 | 14.43538886900560 |
| 2018-09-01 | 14.46211092016720 |
| 2018-10-01 | 14.67479408500100 |
| 2018-11-01 | 14.63405090704890 |
| 2018-12-01 | 14.50881439322390 |
| 2019-01-01 | 14.50484441840800 |
| 2019-02-01 | 14.52070133829270 |
| 2019-03-01 | 14.56435406871610 |
| 2019-04-01 | 14.53643600332870 |
| 2019-05-01 | 14.61609542831070 |
| 2019-06-01 | 14.59450170119970 |
| 2019-07-01 | 14.57478499270200 |
| 2019-08-01 | 14.62986419284750 |
| 2019-09-01 | 14.62830396198480 |
| 2019-10-01 | 14.55701904874720 |
| 2019-11-01 | 14.62219754795860 |
| 2019-12-01 | 14.63975989807190 |
| 2020-01-01 | 14.71094296193320 |
| 2020-02-01 | 14.62969804447400 |
| 2020-03-01 | 14.46500486413250 |
| 2020-04-01 | 8.93394658824864 |
| 2020-05-01 | 9.82980059358743 |
| 2020-06-01 | 10.29595593036880 |
| 2020-07-01 | 12.27721826504710 |
| 2020-08-01 | 12.32508278646190 |
| 2020-09-01 | 12.59632179510110 |
| 2020-10-01 | 13.04856283164470 |
| 2020-11-01 | 13.03161772679800 |
| 2020-12-01 | 12.96050818870330 |
| 2021-01-01 | 13.00593095504700 |
| 2021-02-01 | 13.03221678999110 |
| 2021-03-01 | 13.16256468691520 |
| 2021-04-01 | 13.33117493966160 |
| 2021-05-01 | 13.33932799063670 |
| 2021-06-01 | 13.39626189182170 |
| 2021-07-01 | 13.58123644696110 |
| 2021-08-01 | 13.62454749430770 |
| 2021-09-01 | 13.67186918380180 |
| 2021-10-01 | 13.74391277987650 |
| 2021-11-01 | 13.74846887359070 |
| 2021-12-01 | 13.76554776580290 |
| 2022-01-01 | 13.90627424540680 |
| 2022-02-01 | 14.03636561440830 |
| 2022-03-01 | 13.95657246846430 |
| 2022-04-01 | 14.02794670983200 |
| 2022-05-01 | 14.04627619260380 |
| 2022-06-01 | 14.19239603526430 |
| 2022-07-01 | 14.08002347025460 |
| 2022-08-01 | 14.12040221066170 |
| 2022-09-01 | 14.16353809303940 |
| 2022-10-01 | 14.14637871628520 |
| 2022-11-01 | 14.17020987873110 |
| 2022-12-01 | 14.15525390547730 |
| 2023-01-01 | 14.20687173511980 |
| 2023-02-01 | 14.23762354043720 |
| 2023-03-01 | 14.25240674364650 |
| 2023-04-01 | 14.22778019956330 |
| 2023-05-01 | 14.25809788932720 |
| 2023-06-01 | 14.18044182649790 |
| 2023-07-01 | 14.17679490078240 |
| 2023-08-01 | 14.21839134617380 |
| 2023-09-01 | 14.26676865860720 |
| 2023-10-01 | 14.24687566673670 |
| 2023-11-01 | 14.27963025183860 |
| 2023-12-01 | 14.44147520757960 |
| 2024-01-01 | 14.51298806393640 |
| 2024-02-01 | 14.43737004140740 |
| 2024-03-01 | 14.55048488698040 |
| 2024-04-01 | 14.53342969881680 |
| 2024-05-01 | 14.56746090890410 |
| 2024-06-01 | 14.57152874799170 |
| 2024-07-01 | 14.57241243007150 |
| 2024-08-01 | 14.51046063413300 |
| 2024-09-01 | 14.57571023648950 |
| 2024-10-01 | 14.55179938928450 |
| 2024-11-01 | 14.48343031670690 |
| 2024-12-01 | 14.52484638641100 |
| 2025-01-01 | 14.41391466499070 |
| 2025-02-01 | 14.43559621878070 |
| 2025-03-01 | 14.55106785552680 |
| 2025-04-01 | 14.34385870833000 |
| 2025-05-01 | 14.47911549556920 |
| 2025-06-01 | 14.56619711125920 |
| 2025-07-01 | 14.56749739721220 |
| 2025-08-01 | 14.60590343484740 |
| 2025-09-01 | 14.48216878965960 |
| 2025-10-01 | 14.54890450650330 |
| 2025-11-01 | 14.57772411088010 |
| 2025-12-01 | 14.41482722417760 |
| 2026-01-01 | 14.51932847719640 |
| 2026-02-01 | 14.63517967153570 |
| 2026-03-01 | 14.45484685219620 |
| 2026-04-01 | 14.45016702569290 |
| 2026-05-01 | 14.38909151138990 |