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 2026-04-01 |
| Last Updated | 2026-05-26 3:07 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 | 12.66976499026970 |
| 1990-02-01 | 12.61050490567150 |
| 1990-03-01 | 12.79684464182550 |
| 1990-04-01 | 12.37853550679700 |
| 1990-05-01 | 12.60734082457120 |
| 1990-06-01 | 12.67030411641620 |
| 1990-07-01 | 12.67326996108810 |
| 1990-08-01 | 12.67320152926200 |
| 1990-09-01 | 12.73820214742790 |
| 1990-10-01 | 12.74528867404480 |
| 1990-11-01 | 12.86763323045180 |
| 1990-12-01 | 12.86086722451870 |
| 1991-01-01 | 12.97919571462410 |
| 1991-02-01 | 13.01711592661790 |
| 1991-03-01 | 13.10083306848770 |
| 1991-04-01 | 12.17380473699230 |
| 1991-05-01 | 12.19696922972800 |
| 1991-06-01 | 12.27593875853690 |
| 1991-07-01 | 12.27069236919190 |
| 1991-08-01 | 12.36890960351110 |
| 1991-09-01 | 12.23491489545500 |
| 1991-10-01 | 12.24132111994310 |
| 1991-11-01 | 12.26181956165760 |
| 1991-12-01 | 12.36925057625600 |
| 1992-01-01 | 12.29724441143870 |
| 1992-02-01 | 12.32338021599980 |
| 1992-03-01 | 12.30311673385180 |
| 1992-04-01 | 12.37261185748470 |
| 1992-05-01 | 12.37820807635690 |
| 1992-06-01 | 12.38283665965980 |
| 1992-07-01 | 12.46582857492930 |
| 1992-08-01 | 12.46403637602120 |
| 1992-09-01 | 12.53215819548340 |
| 1992-10-01 | 12.63864860519280 |
| 1992-11-01 | 12.45743811234900 |
| 1992-12-01 | 12.57502546905570 |
| 1993-01-01 | 12.50956213426630 |
| 1993-02-01 | 12.52899092099580 |
| 1993-03-01 | 12.50293900324430 |
| 1993-04-01 | 12.57821508882570 |
| 1993-05-01 | 12.66173669359130 |
| 1993-06-01 | 12.49633460833580 |
| 1993-07-01 | 12.35826501548010 |
| 1993-08-01 | 12.16200422514540 |
| 1993-09-01 | 12.42423091946020 |
| 1993-10-01 | 12.43991368029380 |
| 1993-11-01 | 12.45483864163840 |
| 1993-12-01 | 12.38435282917020 |
| 1994-01-01 | 12.40698040125280 |
| 1994-02-01 | 12.42776601494550 |
| 1994-03-01 | 12.49311544699250 |
| 1994-04-01 | 12.69137248034660 |
| 1994-05-01 | 12.75563204459850 |
| 1994-06-01 | 12.61282973752310 |
| 1994-07-01 | 12.75360235651280 |
| 1994-08-01 | 12.76319202964110 |
| 1994-09-01 | 12.71797288135260 |
| 1994-10-01 | 12.74732730793780 |
| 1994-11-01 | 12.75467539462630 |
| 1994-12-01 | 12.69454769403900 |
| 1995-01-01 | 12.68250754991840 |
| 1995-02-01 | 12.81509658694580 |
| 1995-03-01 | 12.87432329534650 |
| 1995-04-01 | 12.91117162259980 |
| 1995-05-01 | 13.05801707833490 |
| 1995-06-01 | 13.13945779390280 |
| 1995-07-01 | 13.15061910772740 |
| 1995-08-01 | 13.16710526817080 |
| 1995-09-01 | 13.21128675949370 |
| 1995-10-01 | 13.26052308686410 |
| 1995-11-01 | 13.35932680828630 |
| 1995-12-01 | 13.50896471694940 |
| 1996-01-01 | 13.14859180482850 |
| 1996-02-01 | 13.48625821393860 |
| 1996-03-01 | 13.54456176520440 |
| 1996-04-01 | 13.53065345128890 |
| 1996-05-01 | 13.56997108400980 |
| 1996-06-01 | 13.86560230717360 |
| 1996-07-01 | 13.75150110268910 |
| 1996-08-01 | 13.87292848292310 |
| 1996-09-01 | 14.01149893594780 |
| 1996-10-01 | 13.48020916646280 |
| 1996-11-01 | 13.56949662984250 |
| 1996-12-01 | 13.61458452343520 |
| 1997-01-01 | 13.71026080816870 |
| 1997-02-01 | 13.65518056373390 |
| 1997-03-01 | 13.71227498091190 |
| 1997-04-01 | 13.74786099893020 |
| 1997-05-01 | 13.68460300913000 |
| 1997-06-01 | 13.78434691499530 |
| 1997-07-01 | 13.95613509277960 |
| 1997-08-01 | 13.98123879871430 |
| 1997-09-01 | 14.01019470014790 |
| 1997-10-01 | 14.19925819081650 |
| 1997-11-01 | 14.07628192583040 |
| 1997-12-01 | 14.12137376414070 |
| 1998-01-01 | 14.18369720691450 |
| 1998-02-01 | 14.24010759180760 |
| 1998-03-01 | 14.18315338797160 |
| 1998-04-01 | 14.15518955872460 |
| 1998-05-01 | 14.19251651419330 |
| 1998-06-01 | 14.08605463341890 |
| 1998-07-01 | 14.05526338257410 |
| 1998-08-01 | 14.08835939235760 |
| 1998-09-01 | 14.11624489006940 |
| 1998-10-01 | 14.11913847078990 |
| 1998-11-01 | 13.97589628913490 |
| 1998-12-01 | 14.12857602820580 |
| 1999-01-01 | 14.17344195264940 |
| 1999-02-01 | 14.34308319350210 |
| 1999-03-01 | 14.46618118712480 |
| 1999-04-01 | 14.35793479623960 |
| 1999-05-01 | 14.28444413272590 |
| 1999-06-01 | 14.27309426087770 |
| 1999-07-01 | 14.34970197086720 |
| 1999-08-01 | 14.38957733596250 |
| 1999-09-01 | 14.41988643032980 |
| 1999-10-01 | 14.33843427850810 |
| 1999-11-01 | 14.47478770903540 |
| 1999-12-01 | 14.53402068878020 |
| 2000-01-01 | 14.58477179387640 |
| 2000-02-01 | 14.76295024232700 |
| 2000-03-01 | 14.55831108031870 |
| 2000-04-01 | 14.45622168738330 |
| 2000-05-01 | 14.46549334779640 |
| 2000-06-01 | 14.54907705214090 |
| 2000-07-01 | 14.33616296594280 |
| 2000-08-01 | 14.49156480129550 |
| 2000-09-01 | 14.52167720649640 |
| 2000-10-01 | 14.55211204971040 |
| 2000-11-01 | 14.67610402802310 |
| 2000-12-01 | 14.63591487405990 |
| 2001-01-01 | 14.70500883439520 |
| 2001-02-01 | 14.68895896251220 |
| 2001-03-01 | 14.86328476208760 |
| 2001-04-01 | 14.85212901003810 |
| 2001-05-01 | 14.94432922926940 |
| 2001-06-01 | 15.01516957191100 |
| 2001-07-01 | 15.02696720579880 |
| 2001-08-01 | 14.99775083236820 |
| 2001-09-01 | 14.91512020722000 |
| 2001-10-01 | 14.85814738933340 |
| 2001-11-01 | 14.97959820427430 |
| 2001-12-01 | 14.93786351753050 |
| 2002-01-01 | 14.92887231934280 |
| 2002-02-01 | 14.91442207805330 |
| 2002-03-01 | 14.87349672070810 |
| 2002-04-01 | 14.94279193092240 |
| 2002-05-01 | 14.92525814772900 |
| 2002-06-01 | 14.88944750793830 |
| 2002-07-01 | 14.91774084280120 |
| 2002-08-01 | 15.00428743992350 |
| 2002-09-01 | 14.89950519786920 |
| 2002-10-01 | 14.85948293130830 |
| 2002-11-01 | 14.79041596365870 |
| 2002-12-01 | 14.94206250437710 |
| 2003-01-01 | 14.85375242207330 |
| 2003-02-01 | 14.82504183426080 |
| 2003-03-01 | 14.89295390136030 |
| 2003-04-01 | 14.82588387493910 |
| 2003-05-01 | 14.90132652475430 |
| 2003-06-01 | 14.87471464830100 |
| 2003-07-01 | 14.92296768116230 |
| 2003-08-01 | 14.90929661989560 |
| 2003-09-01 | 14.97470673179890 |
| 2003-10-01 | 15.06099343511740 |
| 2003-11-01 | 15.01203271555960 |
| 2003-12-01 | 14.94006235006600 |
| 2004-01-01 | 14.97504799659130 |
| 2004-02-01 | 15.02399805958160 |
| 2004-03-01 | 15.00753404987390 |
| 2004-04-01 | 15.11002387665080 |
| 2004-05-01 | 15.07959781928950 |
| 2004-06-01 | 15.17708016775660 |
| 2004-07-01 | 15.13378436435100 |
| 2004-08-01 | 15.11093960738500 |
| 2004-09-01 | 15.14485492117880 |
| 2004-10-01 | 15.36397321008680 |
| 2004-11-01 | 15.33516360816680 |
| 2004-12-01 | 15.33633106559720 |
| 2005-01-01 | 15.38866330461300 |
| 2005-02-01 | 15.51437850034820 |
| 2005-03-01 | 15.52165045680970 |
| 2005-04-01 | 15.19822507573380 |
| 2005-05-01 | 15.26366003950200 |
| 2005-06-01 | 15.28102644502140 |
| 2005-07-01 | 15.24888837934520 |
| 2005-08-01 | 15.21404224669860 |
| 2005-09-01 | 15.22419099061320 |
| 2005-10-01 | 15.06405776964540 |
| 2005-11-01 | 15.05092890879970 |
| 2005-12-01 | 15.02668789356260 |
| 2006-01-01 | 14.99687559698260 |
| 2006-02-01 | 15.00560373444970 |
| 2006-03-01 | 15.02848365915620 |
| 2006-04-01 | 15.09692561199510 |
| 2006-05-01 | 15.15023736524820 |
| 2006-06-01 | 15.08981238358300 |
| 2006-07-01 | 15.06408884342390 |
| 2006-08-01 | 15.11144709871610 |
| 2006-09-01 | 15.11731448612020 |
| 2006-10-01 | 15.06181280689730 |
| 2006-11-01 | 15.05357486621310 |
| 2006-12-01 | 15.11798290621960 |
| 2007-01-01 | 15.10126716110850 |
| 2007-02-01 | 14.99973376716120 |
| 2007-03-01 | 15.23423517162660 |
| 2007-04-01 | 15.09436985242770 |
| 2007-05-01 | 15.13795974412420 |
| 2007-06-01 | 15.09912875344440 |
| 2007-07-01 | 15.18663990856060 |
| 2007-08-01 | 15.20768638736680 |
| 2007-09-01 | 15.22684989548920 |
| 2007-10-01 | 15.15136527628200 |
| 2007-11-01 | 15.14609131067130 |
| 2007-12-01 | 15.20484233439770 |
| 2008-01-01 | 15.19993099749610 |
| 2008-02-01 | 15.20150617940390 |
| 2008-03-01 | 15.13487746445110 |
| 2008-04-01 | 15.09478510107390 |
| 2008-05-01 | 15.03208154113890 |
| 2008-06-01 | 15.20312253244290 |
| 2008-07-01 | 15.10897296419600 |
| 2008-08-01 | 15.00568735613110 |
| 2008-09-01 | 15.04920250525530 |
| 2008-10-01 | 15.03922302364400 |
| 2008-11-01 | 14.92854695689170 |
| 2008-12-01 | 14.90062633236670 |
| 2009-01-01 | 14.78882819495410 |
| 2009-02-01 | 14.80431245969500 |
| 2009-03-01 | 14.72887193522820 |
| 2009-04-01 | 14.69285386378300 |
| 2009-05-01 | 14.73667832842250 |
| 2009-06-01 | 14.59941656696610 |
| 2009-07-01 | 14.53228263512580 |
| 2009-08-01 | 14.51254404289500 |
| 2009-09-01 | 14.37681159671760 |
| 2009-10-01 | 14.42171142723670 |
| 2009-11-01 | 14.40938950931550 |
| 2009-12-01 | 14.29773754734910 |
| 2010-01-01 | 14.27479693561880 |
| 2010-02-01 | 14.10872338629650 |
| 2010-03-01 | 14.22036860248230 |
| 2010-04-01 | 14.19060390419630 |
| 2010-05-01 | 14.14612520527890 |
| 2010-06-01 | 14.09145125313320 |
| 2010-07-01 | 14.05090173822070 |
| 2010-08-01 | 14.11926634284510 |
| 2010-09-01 | 14.10156769625840 |
| 2010-10-01 | 14.11210070479260 |
| 2010-11-01 | 14.19269311982470 |
| 2010-12-01 | 14.10143620131090 |
| 2011-01-01 | 14.05548054210330 |
| 2011-02-01 | 14.01494944448080 |
| 2011-03-01 | 14.00641583793210 |
| 2011-04-01 | 14.08650679746840 |
| 2011-05-01 | 14.05584565932680 |
| 2011-06-01 | 14.18743978788040 |
| 2011-07-01 | 14.26948296254400 |
| 2011-08-01 | 14.12517394780690 |
| 2011-09-01 | 14.11569814454880 |
| 2011-10-01 | 14.10748725589100 |
| 2011-11-01 | 14.18305095978430 |
| 2011-12-01 | 14.20041192234510 |
| 2012-01-01 | 14.33779476388460 |
| 2012-02-01 | 14.42109101501820 |
| 2012-03-01 | 14.29943949796730 |
| 2012-04-01 | 14.18000904990740 |
| 2012-05-01 | 14.16408004078330 |
| 2012-06-01 | 14.08669331367570 |
| 2012-07-01 | 13.97658828357810 |
| 2012-08-01 | 14.03292367989370 |
| 2012-09-01 | 14.02416554031720 |
| 2012-10-01 | 14.00980977605430 |
| 2012-11-01 | 13.88308213028840 |
| 2012-12-01 | 13.90014738118160 |
| 2013-01-01 | 13.81398520751060 |
| 2013-02-01 | 13.81730803733560 |
| 2013-03-01 | 13.79743318888000 |
| 2013-04-01 | 13.77839304561570 |
| 2013-05-01 | 13.76852358134320 |
| 2013-06-01 | 13.79666078930410 |
| 2013-07-01 | 13.77938451187470 |
| 2013-08-01 | 13.73891654472960 |
| 2013-09-01 | 13.72494312005190 |
| 2013-10-01 | 13.71094476052610 |
| 2013-11-01 | 13.68887705124970 |
| 2013-12-01 | 13.59208152513240 |
| 2014-01-01 | 13.59952909445430 |
| 2014-02-01 | 13.50766100055350 |
| 2014-03-01 | 13.60699381278780 |
| 2014-04-01 | 13.58188172060370 |
| 2014-05-01 | 13.56631947895640 |
| 2014-06-01 | 13.60443125576230 |
| 2014-07-01 | 13.57716222727040 |
| 2014-08-01 | 13.64360762351830 |
| 2014-09-01 | 13.62735756582380 |
| 2014-10-01 | 13.61082984238800 |
| 2014-11-01 | 13.69051422983310 |
| 2014-12-01 | 13.68417440416300 |
| 2015-01-01 | 13.69013092065310 |
| 2015-02-01 | 13.60021454751260 |
| 2015-03-01 | 13.71984438303970 |
| 2015-04-01 | 13.78807305997730 |
| 2015-05-01 | 13.86557230425660 |
| 2015-06-01 | 13.70848516383020 |
| 2015-07-01 | 13.77753924562590 |
| 2015-08-01 | 13.74394004418840 |
| 2015-09-01 | 13.82530217793310 |
| 2015-10-01 | 13.90918840218900 |
| 2015-11-01 | 13.88191693667970 |
| 2015-12-01 | 13.97552710437720 |
| 2016-01-01 | 14.09118246536410 |
| 2016-02-01 | 14.09891892433950 |
| 2016-03-01 | 14.03619631496830 |
| 2016-04-01 | 14.09835999116110 |
| 2016-05-01 | 14.16913626746150 |
| 2016-06-01 | 14.10361608836970 |
| 2016-07-01 | 14.17551747157540 |
| 2016-08-01 | 14.24477430073210 |
| 2016-09-01 | 14.21526669657470 |
| 2016-10-01 | 14.20529364230400 |
| 2016-11-01 | 14.26949034199170 |
| 2016-12-01 | 14.37507217242580 |
| 2017-01-01 | 14.39073915401880 |
| 2017-02-01 | 14.50072705103260 |
| 2017-03-01 | 14.44922404776170 |
| 2017-04-01 | 14.41595636755360 |
| 2017-05-01 | 14.47885847139030 |
| 2017-06-01 | 14.50035883854390 |
| 2017-07-01 | 14.57638196136210 |
| 2017-08-01 | 14.44097710097630 |
| 2017-09-01 | 14.39290930962180 |
| 2017-10-01 | 14.39281327517060 |
| 2017-11-01 | 14.34977173726120 |
| 2017-12-01 | 14.38528550241530 |
| 2018-01-01 | 14.29855628261600 |
| 2018-02-01 | 14.31068379391550 |
| 2018-03-01 | 14.35811117339880 |
| 2018-04-01 | 14.43098083989480 |
| 2018-05-01 | 14.39452974457310 |
| 2018-06-01 | 14.49827514373120 |
| 2018-07-01 | 14.47382710324430 |
| 2018-08-01 | 14.43522139647220 |
| 2018-09-01 | 14.46188422718350 |
| 2018-10-01 | 14.67433823668270 |
| 2018-11-01 | 14.63369098499140 |
| 2018-12-01 | 14.50886319571130 |
| 2019-01-01 | 14.50487280765960 |
| 2019-02-01 | 14.52268926145230 |
| 2019-03-01 | 14.56433111011240 |
| 2019-04-01 | 14.53698512493140 |
| 2019-05-01 | 14.61552503051970 |
| 2019-06-01 | 14.59370523070150 |
| 2019-07-01 | 14.57459652084640 |
| 2019-08-01 | 14.62975563936960 |
| 2019-09-01 | 14.62810132212450 |
| 2019-10-01 | 14.55649856023970 |
| 2019-11-01 | 14.62179813213180 |
| 2019-12-01 | 14.63970154234750 |
| 2020-01-01 | 14.71082266846830 |
| 2020-02-01 | 14.63265033834340 |
| 2020-03-01 | 14.46487269361700 |
| 2020-04-01 | 8.93443291688527 |
| 2020-05-01 | 9.82920419710519 |
| 2020-06-01 | 10.29455387879410 |
| 2020-07-01 | 12.27704616089620 |
| 2020-08-01 | 12.32501756922590 |
| 2020-09-01 | 12.59616989124800 |
| 2020-10-01 | 13.04816260798880 |
| 2020-11-01 | 13.03146077892890 |
| 2020-12-01 | 12.96068652954020 |
| 2021-01-01 | 13.00452899955520 |
| 2021-02-01 | 13.03619373834420 |
| 2021-03-01 | 13.16271085368860 |
| 2021-04-01 | 13.33180534883700 |
| 2021-05-01 | 13.33871592654670 |
| 2021-06-01 | 13.39412280079900 |
| 2021-07-01 | 13.58084569666450 |
| 2021-08-01 | 13.62429096813770 |
| 2021-09-01 | 13.67166503382940 |
| 2021-10-01 | 13.74363133969940 |
| 2021-11-01 | 13.74872138901770 |
| 2021-12-01 | 13.76630956008920 |
| 2022-01-01 | 13.90409703119090 |
| 2022-02-01 | 14.04112117054820 |
| 2022-03-01 | 13.95659753848510 |
| 2022-04-01 | 14.02984465538110 |
| 2022-05-01 | 14.04535939496540 |
| 2022-06-01 | 14.18934181870040 |
| 2022-07-01 | 14.07844546380610 |
| 2022-08-01 | 14.11900013695970 |
| 2022-09-01 | 14.16419194893310 |
| 2022-10-01 | 14.14559589155420 |
| 2022-11-01 | 14.17045713997820 |
| 2022-12-01 | 14.15739699591780 |
| 2023-01-01 | 14.20437891535210 |
| 2023-02-01 | 14.24320005841210 |
| 2023-03-01 | 14.25451312166380 |
| 2023-04-01 | 14.23451500732320 |
| 2023-05-01 | 14.25222297335340 |
| 2023-06-01 | 14.17493615422170 |
| 2023-07-01 | 14.17305479056950 |
| 2023-08-01 | 14.21552139838910 |
| 2023-09-01 | 14.26835840900590 |
| 2023-10-01 | 14.24594974226820 |
| 2023-11-01 | 14.28031307035100 |
| 2023-12-01 | 14.44549073565130 |
| 2024-01-01 | 14.51220409644830 |
| 2024-02-01 | 14.44347108069610 |
| 2024-03-01 | 14.55523469477220 |
| 2024-04-01 | 14.54569186229040 |
| 2024-05-01 | 14.55365970195920 |
| 2024-06-01 | 14.56361119110200 |
| 2024-07-01 | 14.56617093780340 |
| 2024-08-01 | 14.50601163571300 |
| 2024-09-01 | 14.57863869047280 |
| 2024-10-01 | 14.55079466167030 |
| 2024-11-01 | 14.48466929322120 |
| 2024-12-01 | 14.53108034233170 |
| 2025-01-01 | 14.41461459764100 |
| 2025-02-01 | 14.44246236833540 |
| 2025-03-01 | 14.55967731631120 |
| 2025-04-01 | 14.36201528666730 |
| 2025-05-01 | 14.45496362676970 |
| 2025-06-01 | 14.55598221213160 |
| 2025-07-01 | 14.55915063413490 |
| 2025-08-01 | 14.60044826826210 |
| 2025-09-01 | 14.48575565601580 |
| 2025-10-01 | 14.54838703777090 |
| 2025-11-01 | 14.57994914131870 |
| 2025-12-01 | 14.42270948911310 |
| 2026-01-01 | 14.52231244182500 |
| 2026-02-01 | 14.64278728237150 |
| 2026-03-01 | 14.46543741650640 |
| 2026-04-01 | 14.47192331294160 |