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 2026-06-01 |
| Last Updated | 2026-07-22 9:57 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 | 12.66977768996820 |
| 1990-02-01 | 12.61051886475960 |
| 1990-03-01 | 12.79683879154910 |
| 1990-04-01 | 12.37851555463840 |
| 1990-05-01 | 12.60732716553350 |
| 1990-06-01 | 12.67029480131300 |
| 1990-07-01 | 12.67326464806470 |
| 1990-08-01 | 12.67319296253350 |
| 1990-09-01 | 12.73820354375650 |
| 1990-10-01 | 12.74530663846710 |
| 1990-11-01 | 12.86764301360950 |
| 1990-12-01 | 12.86087517670860 |
| 1991-01-01 | 12.97920694796410 |
| 1991-02-01 | 13.01712870221080 |
| 1991-03-01 | 13.10082885050710 |
| 1991-04-01 | 12.17378462807650 |
| 1991-05-01 | 12.19695395351830 |
| 1991-06-01 | 12.27593006264830 |
| 1991-07-01 | 12.27068852427660 |
| 1991-08-01 | 12.36890156316640 |
| 1991-09-01 | 12.23491735935080 |
| 1991-10-01 | 12.24133824973280 |
| 1991-11-01 | 12.26182946015510 |
| 1991-12-01 | 12.36925893919750 |
| 1992-01-01 | 12.29725194703550 |
| 1992-02-01 | 12.32339294554130 |
| 1992-03-01 | 12.30311467618210 |
| 1992-04-01 | 12.37259303731370 |
| 1992-05-01 | 12.37819028223530 |
| 1992-06-01 | 12.38282676958350 |
| 1992-07-01 | 12.46582450082130 |
| 1992-08-01 | 12.46402820570920 |
| 1992-09-01 | 12.53216331096070 |
| 1992-10-01 | 12.63866975084140 |
| 1992-11-01 | 12.45745586170260 |
| 1992-12-01 | 12.57502297759390 |
| 1993-01-01 | 12.50955641112050 |
| 1993-02-01 | 12.52900965090990 |
| 1993-03-01 | 12.50294655887650 |
| 1993-04-01 | 12.57820283862490 |
| 1993-05-01 | 12.66171878275020 |
| 1993-06-01 | 12.49632015119620 |
| 1993-07-01 | 12.35825468922630 |
| 1993-08-01 | 12.16198520438050 |
| 1993-09-01 | 12.42421753245590 |
| 1993-10-01 | 12.43996071581860 |
| 1993-11-01 | 12.45487632577380 |
| 1993-12-01 | 12.38434396826200 |
| 1994-01-01 | 12.40696214458860 |
| 1994-02-01 | 12.42778933568740 |
| 1994-03-01 | 12.49312848184430 |
| 1994-04-01 | 12.69136451434440 |
| 1994-05-01 | 12.75561855675120 |
| 1994-06-01 | 12.61280658159190 |
| 1994-07-01 | 12.75358021738110 |
| 1994-08-01 | 12.76315595977330 |
| 1994-09-01 | 12.71793597118090 |
| 1994-10-01 | 12.74742206904320 |
| 1994-11-01 | 12.75472948369650 |
| 1994-12-01 | 12.69453120349870 |
| 1995-01-01 | 12.68247935716730 |
| 1995-02-01 | 12.81512370334310 |
| 1995-03-01 | 12.87434096989580 |
| 1995-04-01 | 12.91116597506330 |
| 1995-05-01 | 13.05800810648220 |
| 1995-06-01 | 13.13942532905990 |
| 1995-07-01 | 13.15058397695590 |
| 1995-08-01 | 13.16705214904340 |
| 1995-09-01 | 13.21122287536030 |
| 1995-10-01 | 13.26065985854540 |
| 1995-11-01 | 13.35940184461370 |
| 1995-12-01 | 13.50895140271320 |
| 1996-01-01 | 13.14856284232860 |
| 1996-02-01 | 13.48628319747710 |
| 1996-03-01 | 13.54457387992110 |
| 1996-04-01 | 13.53064408403210 |
| 1996-05-01 | 13.56996476261480 |
| 1996-06-01 | 13.86556228252860 |
| 1996-07-01 | 13.75145601855410 |
| 1996-08-01 | 13.87286695103610 |
| 1996-09-01 | 14.01142543688570 |
| 1996-10-01 | 13.48038291099650 |
| 1996-11-01 | 13.56957740445300 |
| 1996-12-01 | 13.61456707664390 |
| 1997-01-01 | 13.71023104038200 |
| 1997-02-01 | 13.65520269940430 |
| 1997-03-01 | 13.71228181944710 |
| 1997-04-01 | 13.74785038367550 |
| 1997-05-01 | 13.68459797739920 |
| 1997-06-01 | 13.78430600669950 |
| 1997-07-01 | 13.95608550579520 |
| 1997-08-01 | 13.98117595440250 |
| 1997-09-01 | 14.01011590619500 |
| 1997-10-01 | 14.19944344776030 |
| 1997-11-01 | 14.07636413948270 |
| 1997-12-01 | 14.12136337261430 |
| 1998-01-01 | 14.18367496030420 |
| 1998-02-01 | 14.24011782125410 |
| 1998-03-01 | 14.18314886271090 |
| 1998-04-01 | 14.15517427114410 |
| 1998-05-01 | 14.19251215234650 |
| 1998-06-01 | 14.08601854134780 |
| 1998-07-01 | 14.05521730089160 |
| 1998-08-01 | 14.08830713149970 |
| 1998-09-01 | 14.11618222777710 |
| 1998-10-01 | 14.11931711417910 |
| 1998-11-01 | 13.97595487009910 |
| 1998-12-01 | 14.12856774281820 |
| 1999-01-01 | 14.17342737002210 |
| 1999-02-01 | 14.34308330513080 |
| 1999-03-01 | 14.46617023194820 |
| 1999-04-01 | 14.35791821860890 |
| 1999-05-01 | 14.28443760860690 |
| 1999-06-01 | 14.27306883647490 |
| 1999-07-01 | 14.34966727665480 |
| 1999-08-01 | 14.38954421939580 |
| 1999-09-01 | 14.41984851243130 |
| 1999-10-01 | 14.33856572353650 |
| 1999-11-01 | 14.47482864283410 |
| 1999-12-01 | 14.53401822914340 |
| 2000-01-01 | 14.58476456439340 |
| 2000-02-01 | 14.76294236714500 |
| 2000-03-01 | 14.55829659366490 |
| 2000-04-01 | 14.45620548044160 |
| 2000-05-01 | 14.46548467741930 |
| 2000-06-01 | 14.54906202173780 |
| 2000-07-01 | 14.33614138019860 |
| 2000-08-01 | 14.49155065012160 |
| 2000-09-01 | 14.52166528534330 |
| 2000-10-01 | 14.55220115690440 |
| 2000-11-01 | 14.67612208703820 |
| 2000-12-01 | 14.63590783197630 |
| 2001-01-01 | 14.70500130631250 |
| 2001-02-01 | 14.68895199835280 |
| 2001-03-01 | 14.86327456765110 |
| 2001-04-01 | 14.85211921362600 |
| 2001-05-01 | 14.94432179480860 |
| 2001-06-01 | 15.01516319844160 |
| 2001-07-01 | 15.02695533579800 |
| 2001-08-01 | 14.99774653258210 |
| 2001-09-01 | 14.91511718084870 |
| 2001-10-01 | 14.85819646743090 |
| 2001-11-01 | 14.97960853453170 |
| 2001-12-01 | 14.93785920406810 |
| 2002-01-01 | 14.92886700928350 |
| 2002-02-01 | 14.91441593410840 |
| 2002-03-01 | 14.87348975507270 |
| 2002-04-01 | 14.94278585586940 |
| 2002-05-01 | 14.92525425117600 |
| 2002-06-01 | 14.88944495827510 |
| 2002-07-01 | 14.91773476821570 |
| 2002-08-01 | 15.00428619066150 |
| 2002-09-01 | 14.89950442378700 |
| 2002-10-01 | 14.85951515338000 |
| 2002-11-01 | 14.79041515431970 |
| 2002-12-01 | 14.94205992577040 |
| 2003-01-01 | 14.85374948241340 |
| 2003-02-01 | 14.82503744591650 |
| 2003-03-01 | 14.89294990135090 |
| 2003-04-01 | 14.82588095099790 |
| 2003-05-01 | 14.90132502674500 |
| 2003-06-01 | 14.87471383414850 |
| 2003-07-01 | 14.92296541959210 |
| 2003-08-01 | 14.90929703864710 |
| 2003-09-01 | 14.97470764716080 |
| 2003-10-01 | 15.06100483600270 |
| 2003-11-01 | 15.01203366375960 |
| 2003-12-01 | 14.94006150455770 |
| 2004-01-01 | 14.97504685709040 |
| 2004-02-01 | 15.02399569930130 |
| 2004-03-01 | 15.00753209321790 |
| 2004-04-01 | 15.11002237980730 |
| 2004-05-01 | 15.07959694334710 |
| 2004-06-01 | 15.17707964443010 |
| 2004-07-01 | 15.13378408931440 |
| 2004-08-01 | 15.11093939655260 |
| 2004-09-01 | 15.14485476399020 |
| 2004-10-01 | 15.36398019065820 |
| 2004-11-01 | 15.33516361785150 |
| 2004-12-01 | 15.33633014811190 |
| 2005-01-01 | 15.38866254160190 |
| 2005-02-01 | 15.51437740246960 |
| 2005-03-01 | 15.52164947379570 |
| 2005-04-01 | 15.19822441888300 |
| 2005-05-01 | 15.26365972168770 |
| 2005-06-01 | 15.28102630637310 |
| 2005-07-01 | 15.24888834230200 |
| 2005-08-01 | 15.21404222738910 |
| 2005-09-01 | 15.22419093527430 |
| 2005-10-01 | 15.06406079910130 |
| 2005-11-01 | 15.05092897535740 |
| 2005-12-01 | 15.02668749921470 |
| 2006-01-01 | 14.99687528448700 |
| 2006-02-01 | 15.00560311498530 |
| 2006-03-01 | 15.02848318886810 |
| 2006-04-01 | 15.09692529474970 |
| 2006-05-01 | 15.15023717018290 |
| 2006-06-01 | 15.08981231458080 |
| 2006-07-01 | 15.06408882205910 |
| 2006-08-01 | 15.11144711191500 |
| 2006-09-01 | 15.11731442718260 |
| 2006-10-01 | 15.06181456701100 |
| 2006-11-01 | 15.05357481125950 |
| 2006-12-01 | 15.11798278614080 |
| 2007-01-01 | 15.10126697886780 |
| 2007-02-01 | 14.99973322558590 |
| 2007-03-01 | 15.23423489550290 |
| 2007-04-01 | 15.09436968913890 |
| 2007-05-01 | 15.13795962108520 |
| 2007-06-01 | 15.09912875493880 |
| 2007-07-01 | 15.18663996868980 |
| 2007-08-01 | 15.20768650003730 |
| 2007-09-01 | 15.22685001388190 |
| 2007-10-01 | 15.15136591262680 |
| 2007-11-01 | 15.14609153911570 |
| 2007-12-01 | 15.20484230776250 |
| 2008-01-01 | 15.19993088246970 |
| 2008-02-01 | 15.20150558700290 |
| 2008-03-01 | 15.13487723608090 |
| 2008-04-01 | 15.09478493707480 |
| 2008-05-01 | 15.03208137820300 |
| 2008-06-01 | 15.20312251902400 |
| 2008-07-01 | 15.10897313583110 |
| 2008-08-01 | 15.00568760258590 |
| 2008-09-01 | 15.04920291275760 |
| 2008-10-01 | 15.03922339789570 |
| 2008-11-01 | 14.92854757939140 |
| 2008-12-01 | 14.90062646557670 |
| 2009-01-01 | 14.78882788412000 |
| 2009-02-01 | 14.80431075608610 |
| 2009-03-01 | 14.72887170072450 |
| 2009-04-01 | 14.69285365130430 |
| 2009-05-01 | 14.73667812899280 |
| 2009-06-01 | 14.59941658510660 |
| 2009-07-01 | 14.53228322989160 |
| 2009-08-01 | 14.51254460837570 |
| 2009-09-01 | 14.37681250685920 |
| 2009-10-01 | 14.42171231614820 |
| 2009-11-01 | 14.40939057365970 |
| 2009-12-01 | 14.29773763154910 |
| 2010-01-01 | 14.27479599021350 |
| 2010-02-01 | 14.10872011922030 |
| 2010-03-01 | 14.22036784991740 |
| 2010-04-01 | 14.19060334571520 |
| 2010-05-01 | 14.14612493618300 |
| 2010-06-01 | 14.09145141660970 |
| 2010-07-01 | 14.05090287439910 |
| 2010-08-01 | 14.11926756708030 |
| 2010-09-01 | 14.10156965703170 |
| 2010-10-01 | 14.11210276276910 |
| 2010-11-01 | 14.19269544248450 |
| 2010-12-01 | 14.10143767533400 |
| 2011-01-01 | 14.05548076659560 |
| 2011-02-01 | 14.01493535995250 |
| 2011-03-01 | 14.00641616480010 |
| 2011-04-01 | 14.08650693563790 |
| 2011-05-01 | 14.05584580179090 |
| 2011-06-01 | 14.18744029687510 |
| 2011-07-01 | 14.26948491771060 |
| 2011-08-01 | 14.12517649207150 |
| 2011-09-01 | 14.11570207813910 |
| 2011-10-01 | 14.10749155260950 |
| 2011-11-01 | 14.18305537137150 |
| 2011-12-01 | 14.20041512267700 |
| 2012-01-01 | 14.33779624381200 |
| 2012-02-01 | 14.42106111712000 |
| 2012-03-01 | 14.29944048266750 |
| 2012-04-01 | 14.18000920442020 |
| 2012-05-01 | 14.16408034797110 |
| 2012-06-01 | 14.08669489734780 |
| 2012-07-01 | 13.97659203296540 |
| 2012-08-01 | 14.03292908992950 |
| 2012-09-01 | 14.02417308828680 |
| 2012-10-01 | 14.00981782839710 |
| 2012-11-01 | 13.88309006069850 |
| 2012-12-01 | 13.90015239258370 |
| 2013-01-01 | 13.81398361921280 |
| 2013-02-01 | 13.81726108022220 |
| 2013-03-01 | 13.79743377740560 |
| 2013-04-01 | 13.77839253961650 |
| 2013-05-01 | 13.76852374981360 |
| 2013-06-01 | 13.79666342433830 |
| 2013-07-01 | 13.77938932830920 |
| 2013-08-01 | 13.73892406104640 |
| 2013-09-01 | 13.72495373373700 |
| 2013-10-01 | 13.71096784884010 |
| 2013-11-01 | 13.68888972208670 |
| 2013-12-01 | 13.59209219499940 |
| 2014-01-01 | 13.59953070592720 |
| 2014-02-01 | 13.50756343603290 |
| 2014-03-01 | 13.60700015534270 |
| 2014-04-01 | 13.58188466428950 |
| 2014-05-01 | 13.56632083979940 |
| 2014-06-01 | 13.60443404210550 |
| 2014-07-01 | 13.57717872956580 |
| 2014-08-01 | 13.64361562807610 |
| 2014-09-01 | 13.62737054714850 |
| 2014-10-01 | 13.61086930810080 |
| 2014-11-01 | 13.69053369262740 |
| 2014-12-01 | 13.68419078199460 |
| 2015-01-01 | 13.69013235833070 |
| 2015-02-01 | 13.60006528082000 |
| 2015-03-01 | 13.71984835363800 |
| 2015-04-01 | 13.78807292640210 |
| 2015-05-01 | 13.86557145016430 |
| 2015-06-01 | 13.70848915583350 |
| 2015-07-01 | 13.77757273460100 |
| 2015-08-01 | 13.74395586801800 |
| 2015-09-01 | 13.82532340250320 |
| 2015-10-01 | 13.90925942031100 |
| 2015-11-01 | 13.88196849814290 |
| 2015-12-01 | 13.97553653341680 |
| 2016-01-01 | 14.09116681715270 |
| 2016-02-01 | 14.09870342324430 |
| 2016-03-01 | 14.03617196266100 |
| 2016-04-01 | 14.09833687498740 |
| 2016-05-01 | 14.16912645222110 |
| 2016-06-01 | 14.10363142330670 |
| 2016-07-01 | 14.17559084430790 |
| 2016-08-01 | 14.24483121671320 |
| 2016-09-01 | 14.21533231851200 |
| 2016-10-01 | 14.20540871994720 |
| 2016-11-01 | 14.26957186630500 |
| 2016-12-01 | 14.37502934961070 |
| 2017-01-01 | 14.39078485635260 |
| 2017-02-01 | 14.50037485138430 |
| 2017-03-01 | 14.44913773085530 |
| 2017-04-01 | 14.41577172963940 |
| 2017-05-01 | 14.47878178464010 |
| 2017-06-01 | 14.50053991131950 |
| 2017-07-01 | 14.57653509864200 |
| 2017-08-01 | 14.44109484520040 |
| 2017-09-01 | 14.39303775295420 |
| 2017-10-01 | 14.39311116188220 |
| 2017-11-01 | 14.34985709335440 |
| 2017-12-01 | 14.38518196849160 |
| 2018-01-01 | 14.29867895296280 |
| 2018-02-01 | 14.30986927519870 |
| 2018-03-01 | 14.35799555504370 |
| 2018-04-01 | 14.43067448193930 |
| 2018-05-01 | 14.39442872684990 |
| 2018-06-01 | 14.49865875730950 |
| 2018-07-01 | 14.47408671970380 |
| 2018-08-01 | 14.43542045560710 |
| 2018-09-01 | 14.46209581338040 |
| 2018-10-01 | 14.67481949115540 |
| 2018-11-01 | 14.63380254763190 |
| 2018-12-01 | 14.50878319591050 |
| 2019-01-01 | 14.50518240496170 |
| 2019-02-01 | 14.52089579352520 |
| 2019-03-01 | 14.56428768432190 |
| 2019-04-01 | 14.53661578392710 |
| 2019-05-01 | 14.61540808663120 |
| 2019-06-01 | 14.59455015112740 |
| 2019-07-01 | 14.57490603948800 |
| 2019-08-01 | 14.62997493024570 |
| 2019-09-01 | 14.62832610125520 |
| 2019-10-01 | 14.55711406817410 |
| 2019-11-01 | 14.62191253425540 |
| 2019-12-01 | 14.63967008278290 |
| 2020-01-01 | 14.71122840315420 |
| 2020-02-01 | 14.62999493249990 |
| 2020-03-01 | 14.46495237563480 |
| 2020-04-01 | 8.93417783220561 |
| 2020-05-01 | 9.82917380142456 |
| 2020-06-01 | 10.29573458732450 |
| 2020-07-01 | 12.27734142853700 |
| 2020-08-01 | 12.32519317770570 |
| 2020-09-01 | 12.59634247429030 |
| 2020-10-01 | 13.04871454260590 |
| 2020-11-01 | 13.03151376379800 |
| 2020-12-01 | 12.96060832420550 |
| 2021-01-01 | 13.00558820010510 |
| 2021-02-01 | 13.03280182507890 |
| 2021-03-01 | 13.16270962633670 |
| 2021-04-01 | 13.33153482891780 |
| 2021-05-01 | 13.33874024036770 |
| 2021-06-01 | 13.39565851802430 |
| 2021-07-01 | 13.58117836166770 |
| 2021-08-01 | 13.62447569927580 |
| 2021-09-01 | 13.67180149183000 |
| 2021-10-01 | 13.74415839188630 |
| 2021-11-01 | 13.74874778463430 |
| 2021-12-01 | 13.76612131728860 |
| 2022-01-01 | 13.90541233501220 |
| 2022-02-01 | 14.03722433568800 |
| 2022-03-01 | 13.95702834682660 |
| 2022-04-01 | 14.02855169221750 |
| 2022-05-01 | 14.04560829120000 |
| 2022-06-01 | 14.19130988103610 |
| 2022-07-01 | 14.07962642171270 |
| 2022-08-01 | 14.12018812241410 |
| 2022-09-01 | 14.16156601287170 |
| 2022-10-01 | 14.14673060287390 |
| 2022-11-01 | 14.17095293940200 |
| 2022-12-01 | 14.15885060166820 |
| 2023-01-01 | 14.20556901343730 |
| 2023-02-01 | 14.23908807026730 |
| 2023-03-01 | 14.25379788390970 |
| 2023-04-01 | 14.22948436203210 |
| 2023-05-01 | 14.25161548748770 |
| 2023-06-01 | 14.18073659810130 |
| 2023-07-01 | 14.17611647171360 |
| 2023-08-01 | 14.21812515754300 |
| 2023-09-01 | 14.26292706812230 |
| 2023-10-01 | 14.24755439863830 |
| 2023-11-01 | 14.28116677375110 |
| 2023-12-01 | 14.44855315832880 |
| 2024-01-01 | 14.51262023754880 |
| 2024-02-01 | 14.43968145285480 |
| 2024-03-01 | 14.55261876425310 |
| 2024-04-01 | 14.53543891700510 |
| 2024-05-01 | 14.55152036082910 |
| 2024-06-01 | 14.57581349904170 |
| 2024-07-01 | 14.57151790460100 |
| 2024-08-01 | 14.51031827404870 |
| 2024-09-01 | 14.56965215659810 |
| 2024-10-01 | 14.55289546085540 |
| 2024-11-01 | 14.48573197029230 |
| 2024-12-01 | 14.53603613314850 |
| 2025-01-01 | 14.41457902052170 |
| 2025-02-01 | 14.43908839386280 |
| 2025-03-01 | 14.55407165468390 |
| 2025-04-01 | 14.34613970561910 |
| 2025-05-01 | 14.45137549160100 |
| 2025-06-01 | 14.57520839038280 |
| 2025-07-01 | 14.56652190648830 |
| 2025-08-01 | 14.60590628180970 |
| 2025-09-01 | 14.47532514149920 |
| 2025-10-01 | 14.55054976939870 |
| 2025-11-01 | 14.58084263098250 |
| 2025-12-01 | 14.42828606269050 |
| 2026-01-01 | 14.52166863782530 |
| 2026-02-01 | 14.63958837208610 |
| 2026-03-01 | 14.45812781856460 |
| 2026-04-01 | 14.45186492031390 |
| 2026-05-01 | 14.45287288841600 |
| 2026-06-01 | 14.37749159320000 |