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 2026-08-01 |
| Last Updated | 2026-09-18 12:09 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 | 12.6697670686 |
| 1990-02-01 | 12.6105071080 |
| 1990-03-01 | 12.7968439378 |
| 1990-04-01 | 12.3785322792 |
| 1990-05-01 | 12.6073381954 |
| 1990-06-01 | 12.6703025273 |
| 1990-07-01 | 12.6732690558 |
| 1990-08-01 | 12.6731983034 |
| 1990-09-01 | 12.7382023734 |
| 1990-10-01 | 12.7452923595 |
| 1990-11-01 | 12.8676361312 |
| 1990-12-01 | 12.8608685812 |
| 1991-01-01 | 12.9791976157 |
| 1991-02-01 | 13.0171180626 |
| 1991-03-01 | 13.1008327610 |
| 1991-04-01 | 12.1738013913 |
| 1991-05-01 | 12.1969659342 |
| 1991-06-01 | 12.2759372734 |
| 1991-07-01 | 12.2706916800 |
| 1991-08-01 | 12.3689064379 |
| 1991-09-01 | 12.2349153104 |
| 1991-10-01 | 12.2413246670 |
| 1991-11-01 | 12.2618224945 |
| 1991-12-01 | 12.3692522299 |
| 1992-01-01 | 12.2972459721 |
| 1992-02-01 | 12.3233826457 |
| 1992-03-01 | 12.3031170015 |
| 1992-04-01 | 12.3726085763 |
| 1992-05-01 | 12.3782037381 |
| 1992-06-01 | 12.3828346284 |
| 1992-07-01 | 12.4658274775 |
| 1992-08-01 | 12.4640329402 |
| 1992-09-01 | 12.5321590940 |
| 1992-10-01 | 12.6386531675 |
| 1992-11-01 | 12.4574429639 |
| 1992-12-01 | 12.5750249658 |
| 1993-01-01 | 12.5095619425 |
| 1993-02-01 | 12.5289952412 |
| 1993-03-01 | 12.5029414917 |
| 1993-04-01 | 12.5782130097 |
| 1993-05-01 | 12.6617318267 |
| 1993-06-01 | 12.4963308844 |
| 1993-07-01 | 12.3582617064 |
| 1993-08-01 | 12.1619975593 |
| 1993-09-01 | 12.4242261288 |
| 1993-10-01 | 12.4399256689 |
| 1993-11-01 | 12.4548490724 |
| 1993-12-01 | 12.3843515834 |
| 1994-01-01 | 12.4069786633 |
| 1994-02-01 | 12.4277717494 |
| 1994-03-01 | 12.4931190044 |
| 1994-04-01 | 12.6913708114 |
| 1994-05-01 | 12.7556279982 |
| 1994-06-01 | 12.6128230183 |
| 1994-07-01 | 12.7535952729 |
| 1994-08-01 | 12.7631803513 |
| 1994-09-01 | 12.7179610220 |
| 1994-10-01 | 12.7473532690 |
| 1994-11-01 | 12.7546903205 |
| 1994-12-01 | 12.6945453538 |
| 1995-01-01 | 12.6825045861 |
| 1995-02-01 | 12.8151034682 |
| 1995-03-01 | 12.8743275775 |
| 1995-04-01 | 12.9111699127 |
| 1995-05-01 | 13.0580139716 |
| 1995-06-01 | 13.1394479404 |
| 1995-07-01 | 13.1506080352 |
| 1995-08-01 | 13.1670888018 |
| 1995-09-01 | 13.2112670868 |
| 1995-10-01 | 13.2605616902 |
| 1995-11-01 | 13.3593478243 |
| 1995-12-01 | 13.5089635940 |
| 1996-01-01 | 13.1485888084 |
| 1996-02-01 | 13.4862645048 |
| 1996-03-01 | 13.5445643606 |
| 1996-04-01 | 13.5306502894 |
| 1996-05-01 | 13.5699687014 |
| 1996-06-01 | 13.8655900109 |
| 1996-07-01 | 13.7514871401 |
| 1996-08-01 | 13.8729097008 |
| 1996-09-01 | 14.0114766188 |
| 1996-10-01 | 13.4802589682 |
| 1996-11-01 | 13.5695191391 |
| 1996-12-01 | 13.6145822455 |
| 1997-01-01 | 13.7102572031 |
| 1997-02-01 | 13.6551859830 |
| 1997-03-01 | 13.7122760139 |
| 1997-04-01 | 13.7478572622 |
| 1997-05-01 | 13.6846010609 |
| 1997-06-01 | 13.7843343139 |
| 1997-07-01 | 13.9561199957 |
| 1997-08-01 | 13.9812199310 |
| 1997-09-01 | 14.0101711603 |
| 1997-10-01 | 14.1993118335 |
| 1997-11-01 | 14.0763051608 |
| 1997-12-01 | 14.1213727819 |
| 1998-01-01 | 14.1836941217 |
| 1998-02-01 | 14.2401099179 |
| 1998-03-01 | 14.1831514274 |
| 1998-04-01 | 14.1551845076 |
| 1998-05-01 | 14.1925149222 |
| 1998-06-01 | 14.0860435474 |
| 1998-07-01 | 14.0552495292 |
| 1998-08-01 | 14.0883438762 |
| 1998-09-01 | 14.1162263608 |
| 1998-10-01 | 14.1191905611 |
| 1998-11-01 | 13.9759129522 |
| 1998-12-01 | 14.1285747947 |
| 1999-01-01 | 14.1734393454 |
| 1999-02-01 | 14.3430829394 |
| 1999-03-01 | 14.4661776583 |
| 1999-04-01 | 14.3579296223 |
| 1999-05-01 | 14.2844420341 |
| 1999-06-01 | 14.2730864972 |
| 1999-07-01 | 14.3496915997 |
| 1999-08-01 | 14.3895675896 |
| 1999-09-01 | 14.4198753502 |
| 1999-10-01 | 14.3384729243 |
| 1999-11-01 | 14.4747995084 |
| 1999-12-01 | 14.5340202631 |
| 2000-01-01 | 14.5847699444 |
| 2000-02-01 | 14.7629480039 |
| 2000-03-01 | 14.5583068196 |
| 2000-04-01 | 14.4562168765 |
| 2000-05-01 | 14.4654907617 |
| 2000-06-01 | 14.5490725260 |
| 2000-07-01 | 14.3361565281 |
| 2000-08-01 | 14.4915606432 |
| 2000-09-01 | 14.5216737361 |
| 2000-10-01 | 14.5521383393 |
| 2000-11-01 | 14.6761091026 |
| 2000-12-01 | 14.6359128995 |
| 2001-01-01 | 14.7050067107 |
| 2001-02-01 | 14.6889569262 |
| 2001-03-01 | 14.8632817621 |
| 2001-04-01 | 14.8521261463 |
| 2001-05-01 | 14.9443270375 |
| 2001-06-01 | 15.0151676883 |
| 2001-07-01 | 15.0269636777 |
| 2001-08-01 | 14.9977495764 |
| 2001-09-01 | 14.9151193171 |
| 2001-10-01 | 14.8581619609 |
| 2001-11-01 | 14.9796010800 |
| 2001-12-01 | 14.9378622507 |
| 2002-01-01 | 14.9288707670 |
| 2002-02-01 | 14.9144202693 |
| 2002-03-01 | 14.8734946682 |
| 2002-04-01 | 14.9427901657 |
| 2002-05-01 | 14.9252570172 |
| 2002-06-01 | 14.8894467648 |
| 2002-07-01 | 14.9177390337 |
| 2002-08-01 | 15.0042870718 |
| 2002-09-01 | 14.8995049551 |
| 2002-10-01 | 14.8594924756 |
| 2002-11-01 | 14.7904157055 |
| 2002-12-01 | 14.9420617250 |
| 2003-01-01 | 14.8537515427 |
| 2003-02-01 | 14.8250405544 |
| 2003-03-01 | 14.8929527204 |
| 2003-04-01 | 14.8258830144 |
| 2003-05-01 | 14.9013260853 |
| 2003-06-01 | 14.8747144091 |
| 2003-07-01 | 14.9229670039 |
| 2003-08-01 | 14.9092967486 |
| 2003-09-01 | 14.9747070007 |
| 2003-10-01 | 15.0609968140 |
| 2003-11-01 | 15.0120329943 |
| 2003-12-01 | 14.9400620970 |
| 2004-01-01 | 14.9750476576 |
| 2004-02-01 | 15.0239973613 |
| 2004-03-01 | 15.0075334706 |
| 2004-04-01 | 15.1100234337 |
| 2004-05-01 | 15.0795975594 |
| 2004-06-01 | 15.1770800115 |
| 2004-07-01 | 15.1337842813 |
| 2004-08-01 | 15.1109395477 |
| 2004-09-01 | 15.1448548742 |
| 2004-10-01 | 15.3639752823 |
| 2004-11-01 | 15.3351636123 |
| 2004-12-01 | 15.3363307947 |
| 2005-01-01 | 15.3886630794 |
| 2005-02-01 | 15.5143781677 |
| 2005-03-01 | 15.5216501651 |
| 2005-04-01 | 15.1982248805 |
| 2005-05-01 | 15.2636599441 |
| 2005-06-01 | 15.2810264024 |
| 2005-07-01 | 15.2488883680 |
| 2005-08-01 | 15.2140422439 |
| 2005-09-01 | 15.2241909765 |
| 2005-10-01 | 15.0640586727 |
| 2005-11-01 | 15.0509289317 |
| 2005-12-01 | 15.0266877789 |
| 2006-01-01 | 14.9968755054 |
| 2006-02-01 | 15.0056035387 |
| 2006-03-01 | 15.0284835174 |
| 2006-04-01 | 15.0969255152 |
| 2006-05-01 | 15.1502373020 |
| 2006-06-01 | 15.0898123598 |
| 2006-07-01 | 15.0640888370 |
| 2006-08-01 | 15.1114471073 |
| 2006-09-01 | 15.1173144837 |
| 2006-10-01 | 15.0618133400 |
| 2006-11-01 | 15.0535748588 |
| 2006-12-01 | 15.1179828756 |
| 2007-01-01 | 15.1012671071 |
| 2007-02-01 | 14.9997335667 |
| 2007-03-01 | 15.2342350827 |
| 2007-04-01 | 15.0943697980 |
| 2007-05-01 | 15.1379596985 |
| 2007-06-01 | 15.0991287511 |
| 2007-07-01 | 15.1866399311 |
| 2007-08-01 | 15.2076864341 |
| 2007-09-01 | 15.2268499621 |
| 2007-10-01 | 15.1513654830 |
| 2007-11-01 | 15.1460914292 |
| 2007-12-01 | 15.2048423239 |
| 2008-01-01 | 15.1999309478 |
| 2008-02-01 | 15.2015059190 |
| 2008-03-01 | 15.1348773667 |
| 2008-04-01 | 15.0947850247 |
| 2008-05-01 | 15.0320814646 |
| 2008-06-01 | 15.2031225194 |
| 2008-07-01 | 15.1089730406 |
| 2008-08-01 | 15.0056874766 |
| 2008-09-01 | 15.0492027219 |
| 2008-10-01 | 15.0392232143 |
| 2008-11-01 | 14.9285472838 |
| 2008-12-01 | 14.9006263984 |
| 2009-01-01 | 14.7888280191 |
| 2009-02-01 | 14.8043115726 |
| 2009-03-01 | 14.7288718100 |
| 2009-04-01 | 14.6928537464 |
| 2009-05-01 | 14.7366782257 |
| 2009-06-01 | 14.5994165731 |
| 2009-07-01 | 14.5322829394 |
| 2009-08-01 | 14.5125443522 |
| 2009-09-01 | 14.3768120999 |
| 2009-10-01 | 14.4217119170 |
| 2009-11-01 | 14.4093900958 |
| 2009-12-01 | 14.2977375977 |
| 2010-01-01 | 14.2747964100 |
| 2010-02-01 | 14.1087216373 |
| 2010-03-01 | 14.2203681848 |
| 2010-04-01 | 14.1906035895 |
| 2010-05-01 | 14.1461250475 |
| 2010-06-01 | 14.0914513194 |
| 2010-07-01 | 14.0509022958 |
| 2010-08-01 | 14.1192669830 |
| 2010-09-01 | 14.1015687658 |
| 2010-10-01 | 14.1121018542 |
| 2010-11-01 | 14.1926944668 |
| 2010-12-01 | 14.1014371244 |
| 2011-01-01 | 14.0554807794 |
| 2011-02-01 | 14.0149416096 |
| 2011-03-01 | 14.0064160766 |
| 2011-04-01 | 14.0865068719 |
| 2011-05-01 | 14.0558456714 |
| 2011-06-01 | 14.1874399492 |
| 2011-07-01 | 14.2694838445 |
| 2011-08-01 | 14.1251751905 |
| 2011-09-01 | 14.1157002151 |
| 2011-10-01 | 14.1074896419 |
| 2011-11-01 | 14.1830535967 |
| 2011-12-01 | 14.2004140424 |
| 2012-01-01 | 14.3377959738 |
| 2012-02-01 | 14.4210745669 |
| 2012-03-01 | 14.2994402949 |
| 2012-04-01 | 14.1800090280 |
| 2012-05-01 | 14.1640796560 |
| 2012-06-01 | 14.0866940163 |
| 2012-07-01 | 13.9765900120 |
| 2012-08-01 | 14.0329262426 |
| 2012-09-01 | 14.0241692967 |
| 2012-10-01 | 14.0098138846 |
| 2012-11-01 | 13.8830872637 |
| 2012-12-01 | 13.9001502053 |
| 2013-01-01 | 13.8139871579 |
| 2013-02-01 | 13.8172818603 |
| 2013-03-01 | 13.7974336411 |
| 2013-04-01 | 13.7783922591 |
| 2013-05-01 | 13.7685223524 |
| 2013-06-01 | 13.7966617735 |
| 2013-07-01 | 13.7793865395 |
| 2013-08-01 | 13.7389198488 |
| 2013-09-01 | 13.7249480009 |
| 2013-10-01 | 13.7109582315 |
| 2013-11-01 | 13.6888849348 |
| 2013-12-01 | 13.5920866000 |
| 2014-01-01 | 13.5995345092 |
| 2014-02-01 | 13.5076099402 |
| 2014-03-01 | 13.6069965885 |
| 2014-04-01 | 13.5818817519 |
| 2014-05-01 | 13.5663173857 |
| 2014-06-01 | 13.6044310411 |
| 2014-07-01 | 13.5771713437 |
| 2014-08-01 | 13.6436093148 |
| 2014-09-01 | 13.6273621561 |
| 2014-10-01 | 13.6108532703 |
| 2014-11-01 | 13.6905268579 |
| 2014-12-01 | 13.6841837691 |
| 2015-01-01 | 13.6901406473 |
| 2015-02-01 | 13.6001402551 |
| 2015-03-01 | 13.7198458093 |
| 2015-04-01 | 13.7880689434 |
| 2015-05-01 | 13.8655642372 |
| 2015-06-01 | 13.7084797315 |
| 2015-07-01 | 13.7775540051 |
| 2015-08-01 | 13.7439414507 |
| 2015-09-01 | 13.8253093548 |
| 2015-10-01 | 13.9092409119 |
| 2015-11-01 | 13.8819524421 |
| 2015-12-01 | 13.9755375656 |
| 2016-01-01 | 14.0911875388 |
| 2016-02-01 | 14.0988146412 |
| 2016-03-01 | 14.0361798847 |
| 2016-04-01 | 14.0983355659 |
| 2016-05-01 | 14.1691119312 |
| 2016-06-01 | 14.1036054332 |
| 2016-07-01 | 14.1755469774 |
| 2016-08-01 | 14.2447946998 |
| 2016-09-01 | 14.2153023276 |
| 2016-10-01 | 14.2053869322 |
| 2016-11-01 | 14.2695476717 |
| 2016-12-01 | 14.3750538688 |
| 2017-01-01 | 14.3908288465 |
| 2017-02-01 | 14.5005440507 |
| 2017-03-01 | 14.4491485848 |
| 2017-04-01 | 14.4158234838 |
| 2017-05-01 | 14.4788417621 |
| 2017-06-01 | 14.5003068492 |
| 2017-07-01 | 14.5764638602 |
| 2017-08-01 | 14.4410432810 |
| 2017-09-01 | 14.3930004776 |
| 2017-10-01 | 14.3930746535 |
| 2017-11-01 | 14.3498515813 |
| 2017-12-01 | 14.3852515092 |
| 2018-01-01 | 14.2987552901 |
| 2018-02-01 | 14.3101133466 |
| 2018-03-01 | 14.3580119483 |
| 2018-04-01 | 14.4307735936 |
| 2018-05-01 | 14.3945502864 |
| 2018-06-01 | 14.4982029389 |
| 2018-07-01 | 14.4739746220 |
| 2018-08-01 | 14.4353465101 |
| 2018-09-01 | 14.4620506122 |
| 2018-10-01 | 14.6747719414 |
| 2018-11-01 | 14.6338290370 |
| 2018-12-01 | 14.5089010773 |
| 2019-01-01 | 14.5052966314 |
| 2019-02-01 | 14.5212157648 |
| 2019-03-01 | 14.5643262717 |
| 2019-04-01 | 14.5367963879 |
| 2019-05-01 | 14.6156429796 |
| 2019-06-01 | 14.5936371640 |
| 2019-07-01 | 14.5748169457 |
| 2019-08-01 | 14.6299282634 |
| 2019-09-01 | 14.6283062948 |
| 2019-10-01 | 14.5570730956 |
| 2019-11-01 | 14.6219818368 |
| 2019-12-01 | 14.6398271194 |
| 2020-01-01 | 14.7113711917 |
| 2020-02-01 | 14.6303431049 |
| 2020-03-01 | 14.4650171228 |
| 2020-04-01 | 8.9343829947 |
| 2020-05-01 | 9.8294358925 |
| 2020-06-01 | 10.2945572373 |
| 2020-07-01 | 12.2772862737 |
| 2020-08-01 | 12.3251657291 |
| 2020-09-01 | 12.5963255862 |
| 2020-10-01 | 13.0486655540 |
| 2020-11-01 | 13.0315921271 |
| 2020-12-01 | 12.9608008707 |
| 2021-01-01 | 13.0057975242 |
| 2021-02-01 | 13.0332521000 |
| 2021-03-01 | 13.1628548348 |
| 2021-04-01 | 13.3317537488 |
| 2021-05-01 | 13.3389522497 |
| 2021-06-01 | 13.3941093150 |
| 2021-07-01 | 13.5810659259 |
| 2021-08-01 | 13.6244408641 |
| 2021-09-01 | 13.6718312077 |
| 2021-10-01 | 13.7441738646 |
| 2021-11-01 | 13.7489104058 |
| 2021-12-01 | 13.7664230551 |
| 2022-01-01 | 13.9057747800 |
| 2022-02-01 | 14.0377867558 |
| 2022-03-01 | 13.9573336391 |
| 2022-04-01 | 14.0289365419 |
| 2022-05-01 | 14.0452159498 |
| 2022-06-01 | 14.1893069252 |
| 2022-07-01 | 14.0789293026 |
| 2022-08-01 | 14.1204445953 |
| 2022-09-01 | 14.1623570302 |
| 2022-10-01 | 14.1468483524 |
| 2022-11-01 | 14.1711737464 |
| 2022-12-01 | 14.1586006722 |
| 2023-01-01 | 14.2061609929 |
| 2023-02-01 | 14.2400643458 |
| 2023-03-01 | 14.2547111467 |
| 2023-04-01 | 14.2310484021 |
| 2023-05-01 | 14.2522213210 |
| 2023-06-01 | 14.1735984973 |
| 2023-07-01 | 14.1733407665 |
| 2023-08-01 | 14.2207182655 |
| 2023-09-01 | 14.2653714437 |
| 2023-10-01 | 14.2483873467 |
| 2023-11-01 | 14.2817122386 |
| 2023-12-01 | 14.4477869115 |
| 2024-01-01 | 14.5133312305 |
| 2024-02-01 | 14.4411380419 |
| 2024-03-01 | 14.5544962342 |
| 2024-04-01 | 14.5385903407 |
| 2024-05-01 | 14.5534779424 |
| 2024-06-01 | 14.5618798670 |
| 2024-07-01 | 14.5649771871 |
| 2024-08-01 | 14.5149516324 |
| 2024-09-01 | 14.5744804164 |
| 2024-10-01 | 14.5548941771 |
| 2024-11-01 | 14.4869429453 |
| 2024-12-01 | 14.5348380336 |
| 2025-01-01 | 14.4155584177 |
| 2025-02-01 | 14.4412933621 |
| 2025-03-01 | 14.5571512682 |
| 2025-04-01 | 14.3511938288 |
| 2025-05-01 | 14.4556277381 |
| 2025-06-01 | 14.5530479273 |
| 2025-07-01 | 14.5551584883 |
| 2025-08-01 | 14.6126117060 |
| 2025-09-01 | 14.4824075435 |
| 2025-10-01 | 14.5540407269 |
| 2025-11-01 | 14.5830184506 |
| 2025-12-01 | 14.4273322798 |
| 2026-01-01 | 14.5229369437 |
| 2026-02-01 | 14.6425226969 |
| 2026-03-01 | 14.4625401822 |
| 2026-04-01 | 14.4586464439 |
| 2026-05-01 | 14.4586702489 |
| 2026-06-01 | 14.4504737458 |
| 2026-07-01 | 14.4443939381 |
| 2026-08-01 | 14.4064449897 |