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 2026-07-01 |
| Last Updated | 2026-08-21 7:45 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 | 12.66983565818660 |
| 1990-02-01 | 12.61058625291520 |
| 1990-03-01 | 12.79682206303550 |
| 1990-04-01 | 12.37843001375220 |
| 1990-05-01 | 12.60728110659850 |
| 1990-06-01 | 12.67025630066330 |
| 1990-07-01 | 12.67324001106650 |
| 1990-08-01 | 12.67321269952230 |
| 1990-09-01 | 12.73820709528590 |
| 1990-10-01 | 12.74534250810590 |
| 1990-11-01 | 12.86761804497460 |
| 1990-12-01 | 12.86092800668780 |
| 1991-01-01 | 12.97926098998170 |
| 1991-02-01 | 13.01719030935900 |
| 1991-03-01 | 13.10081521164470 |
| 1991-04-01 | 12.17370228847210 |
| 1991-05-01 | 12.19691751494870 |
| 1991-06-01 | 12.27589021666590 |
| 1991-07-01 | 12.27066555820590 |
| 1991-08-01 | 12.36891836289970 |
| 1991-09-01 | 12.23491921240170 |
| 1991-10-01 | 12.24136913204610 |
| 1991-11-01 | 12.26180715374260 |
| 1991-12-01 | 12.36930570689340 |
| 1992-01-01 | 12.29730749178070 |
| 1992-02-01 | 12.32344691057010 |
| 1992-03-01 | 12.30310049019260 |
| 1992-04-01 | 12.37251961728940 |
| 1992-05-01 | 12.37816645476470 |
| 1992-06-01 | 12.38278920725420 |
| 1992-07-01 | 12.46580517079530 |
| 1992-08-01 | 12.46404198802940 |
| 1992-09-01 | 12.53215988592010 |
| 1992-10-01 | 12.63868671929530 |
| 1992-11-01 | 12.45742178374280 |
| 1992-12-01 | 12.57508210149390 |
| 1993-01-01 | 12.50963390200560 |
| 1993-02-01 | 12.52903277692730 |
| 1993-03-01 | 12.50292794085700 |
| 1993-04-01 | 12.57814059269100 |
| 1993-05-01 | 12.66170808547760 |
| 1993-06-01 | 12.49628753867590 |
| 1993-07-01 | 12.35824363721780 |
| 1993-08-01 | 12.16199803474850 |
| 1993-09-01 | 12.42422111559850 |
| 1993-10-01 | 12.43995237602150 |
| 1993-11-01 | 12.45482101242870 |
| 1993-12-01 | 12.38441167062950 |
| 1994-01-01 | 12.40706377988220 |
| 1994-02-01 | 12.42778536942290 |
| 1994-03-01 | 12.49310486054810 |
| 1994-04-01 | 12.69131684774630 |
| 1994-05-01 | 12.75561536797120 |
| 1994-06-01 | 12.61278387523950 |
| 1994-07-01 | 12.75357924242460 |
| 1994-08-01 | 12.76317298162790 |
| 1994-09-01 | 12.71794975157490 |
| 1994-10-01 | 12.74736757713360 |
| 1994-11-01 | 12.75466404150480 |
| 1994-12-01 | 12.69460991321860 |
| 1995-01-01 | 12.68259875990200 |
| 1995-02-01 | 12.81509425675920 |
| 1995-03-01 | 12.87431694044460 |
| 1995-04-01 | 12.91112851639840 |
| 1995-05-01 | 13.05800887108760 |
| 1995-06-01 | 13.13941213468910 |
| 1995-07-01 | 13.15059415580530 |
| 1995-08-01 | 13.16707456687330 |
| 1995-09-01 | 13.21125201837400 |
| 1995-10-01 | 13.26056886247680 |
| 1995-11-01 | 13.35933072762890 |
| 1995-12-01 | 13.50902261364520 |
| 1996-01-01 | 13.14868054791350 |
| 1996-02-01 | 13.48625236619570 |
| 1996-03-01 | 13.54455172966640 |
| 1996-04-01 | 13.53061788615090 |
| 1996-05-01 | 13.56996304026710 |
| 1996-06-01 | 13.86556049702520 |
| 1996-07-01 | 13.75147377202500 |
| 1996-08-01 | 13.87289573819460 |
| 1996-09-01 | 14.01146067745240 |
| 1996-10-01 | 13.48026040448340 |
| 1996-11-01 | 13.56950951962900 |
| 1996-12-01 | 13.61463764127260 |
| 1997-01-01 | 13.71033915550790 |
| 1997-02-01 | 13.65517045249460 |
| 1997-03-01 | 13.71226122392100 |
| 1997-04-01 | 13.74783373417780 |
| 1997-05-01 | 13.68459284305530 |
| 1997-06-01 | 13.78431159496150 |
| 1997-07-01 | 13.95610820431920 |
| 1997-08-01 | 13.98120879879520 |
| 1997-09-01 | 14.01015839838050 |
| 1997-10-01 | 14.19932096596620 |
| 1997-11-01 | 14.07630007176760 |
| 1997-12-01 | 14.12141233981300 |
| 1998-01-01 | 14.18374819216710 |
| 1998-02-01 | 14.24009847703160 |
| 1998-03-01 | 14.18313887173280 |
| 1998-04-01 | 14.15517183273660 |
| 1998-05-01 | 14.19250735988330 |
| 1998-06-01 | 14.08602893978300 |
| 1998-07-01 | 14.05523913807230 |
| 1998-08-01 | 14.08833597428030 |
| 1998-09-01 | 14.11621837932730 |
| 1998-10-01 | 14.11920488934190 |
| 1998-11-01 | 13.97591120254630 |
| 1998-12-01 | 14.12859702279920 |
| 1999-01-01 | 14.17346522165230 |
| 1999-02-01 | 14.34307749805080 |
| 1999-03-01 | 14.46617052802280 |
| 1999-04-01 | 14.35792197771290 |
| 1999-05-01 | 14.28443735293180 |
| 1999-06-01 | 14.27307759946450 |
| 1999-07-01 | 14.34968483692660 |
| 1999-08-01 | 14.38956389367130 |
| 1999-09-01 | 14.41987257442840 |
| 1999-10-01 | 14.33848872698860 |
| 1999-11-01 | 14.47480106623340 |
| 1999-12-01 | 14.53402509300720 |
| 2000-01-01 | 14.58477371541040 |
| 2000-02-01 | 14.76294817561420 |
| 2000-03-01 | 14.55830490263600 |
| 2000-04-01 | 14.45621399716710 |
| 2000-05-01 | 14.46548877830090 |
| 2000-06-01 | 14.54906886358370 |
| 2000-07-01 | 14.33615248305090 |
| 2000-08-01 | 14.49155904314570 |
| 2000-09-01 | 14.52167296886770 |
| 2000-10-01 | 14.55215051780920 |
| 2000-11-01 | 14.67610762885930 |
| 2000-12-01 | 14.63591368672470 |
| 2001-01-01 | 14.70500730342510 |
| 2001-02-01 | 14.68895617723050 |
| 2001-03-01 | 14.86328043638460 |
| 2001-04-01 | 14.85212519120920 |
| 2001-05-01 | 14.94432599778430 |
| 2001-06-01 | 15.01516673923240 |
| 2001-07-01 | 15.02696167870620 |
| 2001-08-01 | 14.99774921102000 |
| 2001-09-01 | 14.91511896528700 |
| 2001-10-01 | 14.85817020580990 |
| 2001-11-01 | 14.97959972725930 |
| 2001-12-01 | 14.93786174404580 |
| 2002-01-01 | 14.92887026014100 |
| 2002-02-01 | 14.91441943532970 |
| 2002-03-01 | 14.87349374006720 |
| 2002-04-01 | 14.94278977993950 |
| 2002-05-01 | 14.92525680059190 |
| 2002-06-01 | 14.88944657194160 |
| 2002-07-01 | 14.91773796445480 |
| 2002-08-01 | 15.00428691114930 |
| 2002-09-01 | 14.89950461324780 |
| 2002-10-01 | 14.85949748408340 |
| 2002-11-01 | 14.79041527466990 |
| 2002-12-01 | 14.94206106950290 |
| 2003-01-01 | 14.85375094086730 |
| 2003-02-01 | 14.82504019577770 |
| 2003-03-01 | 14.89295215866810 |
| 2003-04-01 | 14.82588264853550 |
| 2003-05-01 | 14.90132592449760 |
| 2003-06-01 | 14.87471431672430 |
| 2003-07-01 | 14.92296655039660 |
| 2003-08-01 | 14.90929689279590 |
| 2003-09-01 | 14.97470710675890 |
| 2003-10-01 | 15.06099858135110 |
| 2003-11-01 | 15.01203309983310 |
| 2003-12-01 | 14.94006191939570 |
| 2004-01-01 | 14.97504744870730 |
| 2004-02-01 | 15.02399706249210 |
| 2004-03-01 | 15.00753317094590 |
| 2004-04-01 | 15.11002320788850 |
| 2004-05-01 | 15.07959742056620 |
| 2004-06-01 | 15.17707991208000 |
| 2004-07-01 | 15.13378421410220 |
| 2004-08-01 | 15.11093955403140 |
| 2004-09-01 | 15.14485483188240 |
| 2004-10-01 | 15.36397639822350 |
| 2004-11-01 | 15.33516361691610 |
| 2004-12-01 | 15.33633065176320 |
| 2005-01-01 | 15.38866296198400 |
| 2005-02-01 | 15.51437798674200 |
| 2005-03-01 | 15.52165000938580 |
| 2005-04-01 | 15.19822477130940 |
| 2005-05-01 | 15.26365988557230 |
| 2005-06-01 | 15.28102636854880 |
| 2005-07-01 | 15.24888835188080 |
| 2005-08-01 | 15.21404226647060 |
| 2005-09-01 | 15.22419096733610 |
| 2005-10-01 | 15.06405916947880 |
| 2005-11-01 | 15.05092894784980 |
| 2005-12-01 | 15.02668771819840 |
| 2006-01-01 | 14.99687545515480 |
| 2006-02-01 | 15.00560342234570 |
| 2006-03-01 | 15.02848343783140 |
| 2006-04-01 | 15.09692545842860 |
| 2006-05-01 | 15.15023726215770 |
| 2006-06-01 | 15.08981234265900 |
| 2006-07-01 | 15.06408883205200 |
| 2006-08-01 | 15.11144711515040 |
| 2006-09-01 | 15.11731449822780 |
| 2006-10-01 | 15.06181364052670 |
| 2006-11-01 | 15.05357486433840 |
| 2006-12-01 | 15.11798286594920 |
| 2007-01-01 | 15.10126708075150 |
| 2007-02-01 | 14.99973342252930 |
| 2007-03-01 | 15.23423502956670 |
| 2007-04-01 | 15.09436976236280 |
| 2007-05-01 | 15.13795966342410 |
| 2007-06-01 | 15.09912874243100 |
| 2007-07-01 | 15.18663994056820 |
| 2007-08-01 | 15.20768646405020 |
| 2007-09-01 | 15.22685002415530 |
| 2007-10-01 | 15.15136560505370 |
| 2007-11-01 | 15.14609155694690 |
| 2007-12-01 | 15.20484232396500 |
| 2008-01-01 | 15.19993091723570 |
| 2008-02-01 | 15.20150570534040 |
| 2008-03-01 | 15.13487729500750 |
| 2008-04-01 | 15.09478496364980 |
| 2008-05-01 | 15.03208139928650 |
| 2008-06-01 | 15.20312248543540 |
| 2008-07-01 | 15.10897309071200 |
| 2008-08-01 | 15.00568755983960 |
| 2008-09-01 | 15.04920289869340 |
| 2008-10-01 | 15.03922335916710 |
| 2008-11-01 | 14.92854759739410 |
| 2008-12-01 | 14.90062645345650 |
| 2009-01-01 | 14.78882799306030 |
| 2009-02-01 | 14.80431075608350 |
| 2009-03-01 | 14.72887171610850 |
| 2009-04-01 | 14.69285364993190 |
| 2009-05-01 | 14.73667812672220 |
| 2009-06-01 | 14.59941651480830 |
| 2009-07-01 | 14.53228317966060 |
| 2009-08-01 | 14.51254454600300 |
| 2009-09-01 | 14.37681246763550 |
| 2009-10-01 | 14.42171237151240 |
| 2009-11-01 | 14.40939066800100 |
| 2009-12-01 | 14.29773768539140 |
| 2010-01-01 | 14.27479625694040 |
| 2010-02-01 | 14.10872006253520 |
| 2010-03-01 | 14.22036784039890 |
| 2010-04-01 | 14.19060328207750 |
| 2010-05-01 | 14.14612481900530 |
| 2010-06-01 | 14.09145119814880 |
| 2010-07-01 | 14.05090269260540 |
| 2010-08-01 | 14.11926737203370 |
| 2010-09-01 | 14.10156955491660 |
| 2010-10-01 | 14.11210296362900 |
| 2010-11-01 | 14.19269576349080 |
| 2010-12-01 | 14.10143804584560 |
| 2011-01-01 | 14.05548142861670 |
| 2011-02-01 | 14.01493537363130 |
| 2011-03-01 | 14.00641614726820 |
| 2011-04-01 | 14.08650672027190 |
| 2011-05-01 | 14.05584541292390 |
| 2011-06-01 | 14.18743974656940 |
| 2011-07-01 | 14.26948438245740 |
| 2011-08-01 | 14.12517584227150 |
| 2011-09-01 | 14.11570153352530 |
| 2011-10-01 | 14.10749170955580 |
| 2011-11-01 | 14.18305607781150 |
| 2011-12-01 | 14.20041627851630 |
| 2012-01-01 | 14.33779790539600 |
| 2012-02-01 | 14.42106276901450 |
| 2012-03-01 | 14.29944148444400 |
| 2012-04-01 | 14.18000606305340 |
| 2012-05-01 | 14.16407903146880 |
| 2012-06-01 | 14.08669475974930 |
| 2012-07-01 | 13.97659143215000 |
| 2012-08-01 | 14.03292765837230 |
| 2012-09-01 | 14.02417127212980 |
| 2012-10-01 | 14.00981643710890 |
| 2012-11-01 | 13.88309241382250 |
| 2012-12-01 | 13.90015250712390 |
| 2013-01-01 | 13.81399174784240 |
| 2013-02-01 | 13.81726308535340 |
| 2013-03-01 | 13.79743487851940 |
| 2013-04-01 | 13.77838597253270 |
| 2013-05-01 | 13.76852160939540 |
| 2013-06-01 | 13.79666431521140 |
| 2013-07-01 | 13.77938974421610 |
| 2013-08-01 | 13.73892245459260 |
| 2013-09-01 | 13.72495019805730 |
| 2013-10-01 | 13.71096331137920 |
| 2013-11-01 | 13.68889132873870 |
| 2013-12-01 | 13.59208777542840 |
| 2014-01-01 | 13.59954060212390 |
| 2014-02-01 | 13.50758533649040 |
| 2014-03-01 | 13.60699669236930 |
| 2014-04-01 | 13.58187038667240 |
| 2014-05-01 | 13.56631384997950 |
| 2014-06-01 | 13.60443178185240 |
| 2014-07-01 | 13.57719367813450 |
| 2014-08-01 | 13.64360983101350 |
| 2014-09-01 | 13.62736281568910 |
| 2014-10-01 | 13.61086079137140 |
| 2014-11-01 | 13.69053580558180 |
| 2014-12-01 | 13.68418528535460 |
| 2015-01-01 | 13.69014832004120 |
| 2015-02-01 | 13.60010864590510 |
| 2015-03-01 | 13.71983772404040 |
| 2015-04-01 | 13.78804739500330 |
| 2015-05-01 | 13.86555190634580 |
| 2015-06-01 | 13.70847566963890 |
| 2015-07-01 | 13.77759843437900 |
| 2015-08-01 | 13.74394897770440 |
| 2015-09-01 | 13.82532210464110 |
| 2015-10-01 | 13.90925727409040 |
| 2015-11-01 | 13.88195445421080 |
| 2015-12-01 | 13.97554990605850 |
| 2016-01-01 | 14.09119763993070 |
| 2016-02-01 | 14.09877615072570 |
| 2016-03-01 | 14.03615161376130 |
| 2016-04-01 | 14.09828848771420 |
| 2016-05-01 | 14.16907686306770 |
| 2016-06-01 | 14.10358871546650 |
| 2016-07-01 | 14.17561505259700 |
| 2016-08-01 | 14.24481833913560 |
| 2016-09-01 | 14.21534026106630 |
| 2016-10-01 | 14.20542407107100 |
| 2016-11-01 | 14.26955991449610 |
| 2016-12-01 | 14.37509979871900 |
| 2017-01-01 | 14.39083372293700 |
| 2017-02-01 | 14.50052063199890 |
| 2017-03-01 | 14.44909243326590 |
| 2017-04-01 | 14.41572486253300 |
| 2017-05-01 | 14.47871456275670 |
| 2017-06-01 | 14.50014793192800 |
| 2017-07-01 | 14.57666145662800 |
| 2017-08-01 | 14.44115727408160 |
| 2017-09-01 | 14.39307804675100 |
| 2017-10-01 | 14.39314500952910 |
| 2017-11-01 | 14.34987007584550 |
| 2017-12-01 | 14.38531702852790 |
| 2018-01-01 | 14.29873268278800 |
| 2018-02-01 | 14.31016588963960 |
| 2018-03-01 | 14.35790845935320 |
| 2018-04-01 | 14.43060340738560 |
| 2018-05-01 | 14.39431261054850 |
| 2018-06-01 | 14.49788817215220 |
| 2018-07-01 | 14.47429483593100 |
| 2018-08-01 | 14.43555053652190 |
| 2018-09-01 | 14.46217024694540 |
| 2018-10-01 | 14.67488079587870 |
| 2018-11-01 | 14.63386630829660 |
| 2018-12-01 | 14.50897368685980 |
| 2019-01-01 | 14.50523652375540 |
| 2019-02-01 | 14.52140141065220 |
| 2019-03-01 | 14.56418500139950 |
| 2019-04-01 | 14.53658193906430 |
| 2019-05-01 | 14.61533667782070 |
| 2019-06-01 | 14.59299809938310 |
| 2019-07-01 | 14.57527776296650 |
| 2019-08-01 | 14.63024858742620 |
| 2019-09-01 | 14.62847851747570 |
| 2019-10-01 | 14.55721525044370 |
| 2019-11-01 | 14.62202350020990 |
| 2019-12-01 | 14.63988149704960 |
| 2020-01-01 | 14.71128098598890 |
| 2020-02-01 | 14.63065439513030 |
| 2020-03-01 | 14.46486630673880 |
| 2020-04-01 | 8.93416876332628 |
| 2020-05-01 | 9.82913484024979 |
| 2020-06-01 | 10.29370539588290 |
| 2020-07-01 | 12.27772780665340 |
| 2020-08-01 | 12.32549886931690 |
| 2020-09-01 | 12.59652610113240 |
| 2020-10-01 | 13.04885608469380 |
| 2020-11-01 | 13.03170454439860 |
| 2020-12-01 | 12.96089824102320 |
| 2021-01-01 | 13.00564899909730 |
| 2021-02-01 | 13.03361467411540 |
| 2021-03-01 | 13.16268446122180 |
| 2021-04-01 | 13.33153777941390 |
| 2021-05-01 | 13.33867507770010 |
| 2021-06-01 | 13.39307481723420 |
| 2021-07-01 | 13.58151379586850 |
| 2021-08-01 | 13.62479074268770 |
| 2021-09-01 | 13.67204992201690 |
| 2021-10-01 | 13.74441356663010 |
| 2021-11-01 | 13.74911445948870 |
| 2021-12-01 | 13.76658945084510 |
| 2022-01-01 | 13.90557188750920 |
| 2022-02-01 | 14.03805330410900 |
| 2022-03-01 | 13.95714723921380 |
| 2022-04-01 | 14.02859080159880 |
| 2022-05-01 | 14.04504316187550 |
| 2022-06-01 | 14.18855181822650 |
| 2022-07-01 | 14.07947598046520 |
| 2022-08-01 | 14.12026480555060 |
| 2022-09-01 | 14.16233682388660 |
| 2022-10-01 | 14.14707840424330 |
| 2022-11-01 | 14.17137585505930 |
| 2022-12-01 | 14.16003600408160 |
| 2023-01-01 | 14.20593653039170 |
| 2023-02-01 | 14.23999399969430 |
| 2023-03-01 | 14.25439797146860 |
| 2023-04-01 | 14.23011284304830 |
| 2023-05-01 | 14.25115126549350 |
| 2023-06-01 | 14.17156152914020 |
| 2023-07-01 | 14.17865600769760 |
| 2023-08-01 | 14.21866880310740 |
| 2023-09-01 | 14.26468875476260 |
| 2023-10-01 | 14.24815672466420 |
| 2023-11-01 | 14.28176996758760 |
| 2023-12-01 | 14.45056831206710 |
| 2024-01-01 | 14.51333969664310 |
| 2024-02-01 | 14.44083084739290 |
| 2024-03-01 | 14.55393754588300 |
| 2024-04-01 | 14.53676159126690 |
| 2024-05-01 | 14.55106133073350 |
| 2024-06-01 | 14.55816908016780 |
| 2024-07-01 | 14.57659450881770 |
| 2024-08-01 | 14.51163032313600 |
| 2024-09-01 | 14.57278959318250 |
| 2024-10-01 | 14.55392488088640 |
| 2024-11-01 | 14.48665323038760 |
| 2024-12-01 | 14.53914187900170 |
| 2025-01-01 | 14.41571151389880 |
| 2025-02-01 | 14.44073843533600 |
| 2025-03-01 | 14.55623345731750 |
| 2025-04-01 | 14.34831294712560 |
| 2025-05-01 | 14.45137951666220 |
| 2025-06-01 | 14.54688327610560 |
| 2025-07-01 | 14.57460483528940 |
| 2025-08-01 | 14.60844283691430 |
| 2025-09-01 | 14.47972821633620 |
| 2025-10-01 | 14.55219336152160 |
| 2025-11-01 | 14.58233706394400 |
| 2025-12-01 | 14.43218728505400 |
| 2026-01-01 | 14.52323441492580 |
| 2026-02-01 | 14.64176950860470 |
| 2026-03-01 | 14.46100772851810 |
| 2026-04-01 | 14.45462941118670 |
| 2026-05-01 | 14.45291648338420 |
| 2026-06-01 | 14.44261201613090 |
| 2026-07-01 | 14.36833145888640 |