Table Data - All Employees: Other Services in Reading, PA (MSA)
| Title | All Employees: Other Services in Reading, PA (MSA) |
|---|---|
| Series ID | READ742SRVO |
| 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 9:49 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 | 7.12260677722713 |
| 1990-02-01 | 6.96791578303700 |
| 1990-03-01 | 6.96888651862406 |
| 1990-04-01 | 7.02883305503229 |
| 1990-05-01 | 7.02836618490313 |
| 1990-06-01 | 7.08188323883128 |
| 1990-07-01 | 6.96033006809483 |
| 1990-08-01 | 6.97967435273050 |
| 1990-09-01 | 7.12864638846915 |
| 1990-10-01 | 6.89260021254584 |
| 1990-11-01 | 6.77310724960305 |
| 1990-12-01 | 6.96551850411443 |
| 1991-01-01 | 6.92509910930936 |
| 1991-02-01 | 6.96650032554943 |
| 1991-03-01 | 6.96836680091080 |
| 1991-04-01 | 6.62808013969731 |
| 1991-05-01 | 6.63469951459432 |
| 1991-06-01 | 6.58294062483244 |
| 1991-07-01 | 6.55824696238740 |
| 1991-08-01 | 6.57161232974293 |
| 1991-09-01 | 6.52790538107901 |
| 1991-10-01 | 6.59317637511796 |
| 1991-11-01 | 6.57679046235189 |
| 1991-12-01 | 6.66422564323710 |
| 1992-01-01 | 6.33198390282064 |
| 1992-02-01 | 6.46402876001399 |
| 1992-03-01 | 6.46638879157454 |
| 1992-04-01 | 6.42514475733770 |
| 1992-05-01 | 6.44480582440866 |
| 1992-06-01 | 6.38741050389176 |
| 1992-07-01 | 6.45374593245726 |
| 1992-08-01 | 6.35618424086963 |
| 1992-09-01 | 6.42500136159406 |
| 1992-10-01 | 6.39052340268166 |
| 1992-11-01 | 6.38247865712500 |
| 1992-12-01 | 6.36935802648170 |
| 1993-01-01 | 6.44284034446639 |
| 1993-02-01 | 6.46532821253608 |
| 1993-03-01 | 6.46167382864172 |
| 1993-04-01 | 6.42010891615763 |
| 1993-05-01 | 6.45945225378123 |
| 1993-06-01 | 6.48654017352553 |
| 1993-07-01 | 6.54855919992378 |
| 1993-08-01 | 6.53455479568212 |
| 1993-09-01 | 6.51579346115697 |
| 1993-10-01 | 6.59377937320908 |
| 1993-11-01 | 6.59284299748060 |
| 1993-12-01 | 6.57817190038518 |
| 1994-01-01 | 6.55648247295066 |
| 1994-02-01 | 6.46265450098099 |
| 1994-03-01 | 6.55587588776255 |
| 1994-04-01 | 6.62071285606737 |
| 1994-05-01 | 6.57214556386079 |
| 1994-06-01 | 6.58145656950366 |
| 1994-07-01 | 6.44117384426440 |
| 1994-08-01 | 6.61176269341675 |
| 1994-09-01 | 6.60964123219468 |
| 1994-10-01 | 6.39666094796343 |
| 1994-11-01 | 6.60147202323047 |
| 1994-12-01 | 6.69041251884799 |
| 1995-01-01 | 6.66753023543232 |
| 1995-02-01 | 6.66192813479964 |
| 1995-03-01 | 6.65165140242111 |
| 1995-04-01 | 6.72317847634733 |
| 1995-05-01 | 6.68039132019495 |
| 1995-06-01 | 6.67218633667203 |
| 1995-07-01 | 6.63398974308582 |
| 1995-08-01 | 6.69594137747553 |
| 1995-09-01 | 6.70475731226567 |
| 1995-10-01 | 6.70322489552815 |
| 1995-11-01 | 6.70898151166745 |
| 1995-12-01 | 6.69751666970185 |
| 1996-01-01 | 6.47468676114120 |
| 1996-02-01 | 6.76031521354157 |
| 1996-03-01 | 6.84512317853956 |
| 1996-04-01 | 6.83169651854761 |
| 1996-05-01 | 6.78067463260906 |
| 1996-06-01 | 6.86717673951627 |
| 1996-07-01 | 6.82452651483431 |
| 1996-08-01 | 6.89568474920890 |
| 1996-09-01 | 7.00690824028034 |
| 1996-10-01 | 6.80214534840661 |
| 1996-11-01 | 6.81104918886852 |
| 1996-12-01 | 6.80194244749322 |
| 1997-01-01 | 6.77300753514739 |
| 1997-02-01 | 6.86186573675679 |
| 1997-03-01 | 6.83509959268444 |
| 1997-04-01 | 6.84304889322797 |
| 1997-05-01 | 6.98128061545564 |
| 1997-06-01 | 6.97024757119299 |
| 1997-07-01 | 7.00908818223143 |
| 1997-08-01 | 7.00885388454839 |
| 1997-09-01 | 7.00837065449547 |
| 1997-10-01 | 6.99924361984716 |
| 1997-11-01 | 7.01004313107851 |
| 1997-12-01 | 7.00174154602683 |
| 1998-01-01 | 7.06470732595770 |
| 1998-02-01 | 7.06022221142593 |
| 1998-03-01 | 7.02728608792817 |
| 1998-04-01 | 7.06076686316942 |
| 1998-05-01 | 7.08145789337245 |
| 1998-06-01 | 7.07935515176723 |
| 1998-07-01 | 7.18814310187108 |
| 1998-08-01 | 7.12800416717925 |
| 1998-09-01 | 7.10683510879635 |
| 1998-10-01 | 7.19689952329278 |
| 1998-11-01 | 7.21075535764997 |
| 1998-12-01 | 7.19778509844143 |
| 1999-01-01 | 7.05532306628800 |
| 1999-02-01 | 7.15682164800678 |
| 1999-03-01 | 7.22475289091400 |
| 1999-04-01 | 7.17060719453843 |
| 1999-05-01 | 7.18359133848139 |
| 1999-06-01 | 7.29046357232602 |
| 1999-07-01 | 7.17248292145864 |
| 1999-08-01 | 7.14689168916756 |
| 1999-09-01 | 7.19657176167956 |
| 1999-10-01 | 7.29798295674041 |
| 1999-11-01 | 7.31261518424701 |
| 1999-12-01 | 7.38742207506100 |
| 2000-01-01 | 7.45456823015359 |
| 2000-02-01 | 7.45895126272265 |
| 2000-03-01 | 7.52465982590231 |
| 2000-04-01 | 7.57273502338846 |
| 2000-05-01 | 7.58087342249376 |
| 2000-06-01 | 7.59882410169870 |
| 2000-07-01 | 7.66425447413961 |
| 2000-08-01 | 7.66066151907454 |
| 2000-09-01 | 7.67902795005291 |
| 2000-10-01 | 7.70209420405552 |
| 2000-11-01 | 7.71730033521042 |
| 2000-12-01 | 7.68175681230860 |
| 2001-01-01 | 7.76382368716842 |
| 2001-02-01 | 7.76212306973833 |
| 2001-03-01 | 7.62303481203071 |
| 2001-04-01 | 7.56472764330227 |
| 2001-05-01 | 7.57702309056183 |
| 2001-06-01 | 7.60576549625042 |
| 2001-07-01 | 7.66497476651818 |
| 2001-08-01 | 7.66443020883046 |
| 2001-09-01 | 7.66176730807579 |
| 2001-10-01 | 7.60550715576514 |
| 2001-11-01 | 7.61601793111994 |
| 2001-12-01 | 7.68006468726921 |
| 2002-01-01 | 7.67878585174482 |
| 2002-02-01 | 7.77044121979867 |
| 2002-03-01 | 7.72537345816135 |
| 2002-04-01 | 7.75829275777715 |
| 2002-05-01 | 7.76863040623358 |
| 2002-06-01 | 7.80687406723219 |
| 2002-07-01 | 7.66588254667547 |
| 2002-08-01 | 7.76018154977937 |
| 2002-09-01 | 7.84874225596208 |
| 2002-10-01 | 7.81262096397681 |
| 2002-11-01 | 7.71202771931783 |
| 2002-12-01 | 7.88215237608921 |
| 2003-01-01 | 7.79229976706836 |
| 2003-02-01 | 7.77689195693633 |
| 2003-03-01 | 7.83395572877386 |
| 2003-04-01 | 7.84796745027084 |
| 2003-05-01 | 7.86476176261685 |
| 2003-06-01 | 7.80263392765009 |
| 2003-07-01 | 7.77032459518349 |
| 2003-08-01 | 7.75177589147175 |
| 2003-09-01 | 7.74765861627601 |
| 2003-10-01 | 7.71560475891774 |
| 2003-11-01 | 7.69809686499721 |
| 2003-12-01 | 7.67960654925384 |
| 2004-01-01 | 7.70318719937893 |
| 2004-02-01 | 7.79184592919733 |
| 2004-03-01 | 7.84721678848678 |
| 2004-04-01 | 7.83929393735613 |
| 2004-05-01 | 7.86116071258887 |
| 2004-06-01 | 7.79511653399083 |
| 2004-07-01 | 7.86932352080467 |
| 2004-08-01 | 7.94196380781309 |
| 2004-09-01 | 7.85673883947377 |
| 2004-10-01 | 8.01733484493559 |
| 2004-11-01 | 8.08593086265105 |
| 2004-12-01 | 7.97896028292103 |
| 2005-01-01 | 8.00840934748264 |
| 2005-02-01 | 7.90087170817658 |
| 2005-03-01 | 7.96208671849163 |
| 2005-04-01 | 7.92854676927976 |
| 2005-05-01 | 7.96441850291837 |
| 2005-06-01 | 8.08691007462901 |
| 2005-07-01 | 7.96670840482270 |
| 2005-08-01 | 7.93332498558315 |
| 2005-09-01 | 7.96953410859783 |
| 2005-10-01 | 7.91347383005140 |
| 2005-11-01 | 7.97849494675483 |
| 2005-12-01 | 7.98083255045291 |
| 2006-01-01 | 8.00958638063835 |
| 2006-02-01 | 8.00456598521036 |
| 2006-03-01 | 7.97650111067066 |
| 2006-04-01 | 8.02322564318800 |
| 2006-05-01 | 7.96928012752926 |
| 2006-06-01 | 8.07755040354440 |
| 2006-07-01 | 8.05640245627827 |
| 2006-08-01 | 8.12545906834207 |
| 2006-09-01 | 8.07718384792550 |
| 2006-10-01 | 8.11567320523123 |
| 2006-11-01 | 8.18327736501381 |
| 2006-12-01 | 8.18709433108478 |
| 2007-01-01 | 8.10993821215343 |
| 2007-02-01 | 8.09894645322287 |
| 2007-03-01 | 8.08585563738636 |
| 2007-04-01 | 8.11763380698621 |
| 2007-05-01 | 8.17444046826234 |
| 2007-06-01 | 8.06550946427392 |
| 2007-07-01 | 8.14946559116998 |
| 2007-08-01 | 8.12214671762124 |
| 2007-09-01 | 8.08134918015648 |
| 2007-10-01 | 8.11652264869043 |
| 2007-11-01 | 8.09273632592756 |
| 2007-12-01 | 8.09102297762537 |
| 2008-01-01 | 8.11653313938589 |
| 2008-02-01 | 8.09678423397462 |
| 2008-03-01 | 8.08268452682560 |
| 2008-04-01 | 8.11335665314180 |
| 2008-05-01 | 8.07286122979208 |
| 2008-06-01 | 8.16062487897332 |
| 2008-07-01 | 8.04360046919209 |
| 2008-08-01 | 8.02242185238335 |
| 2008-09-01 | 8.07812472884549 |
| 2008-10-01 | 8.11666979487508 |
| 2008-11-01 | 8.00799206464039 |
| 2008-12-01 | 8.00003204822516 |
| 2009-01-01 | 8.02428987973882 |
| 2009-02-01 | 8.09365226991115 |
| 2009-03-01 | 8.16502891669801 |
| 2009-04-01 | 8.01192593658820 |
| 2009-05-01 | 7.96880285093582 |
| 2009-06-01 | 7.95778931584549 |
| 2009-07-01 | 7.95060456509797 |
| 2009-08-01 | 7.92694574512964 |
| 2009-09-01 | 7.87166187173205 |
| 2009-10-01 | 7.80944494368318 |
| 2009-11-01 | 7.81758027776987 |
| 2009-12-01 | 7.81259770244182 |
| 2010-01-01 | 7.83014574552496 |
| 2010-02-01 | 7.79285123431982 |
| 2010-03-01 | 7.74139819912457 |
| 2010-04-01 | 7.81574431999545 |
| 2010-05-01 | 7.86301005049583 |
| 2010-06-01 | 7.85725265859074 |
| 2010-07-01 | 7.86493245999709 |
| 2010-08-01 | 7.83379237679372 |
| 2010-09-01 | 7.75746449140050 |
| 2010-10-01 | 7.80524213030874 |
| 2010-11-01 | 7.82295170651067 |
| 2010-12-01 | 7.82536048363122 |
| 2011-01-01 | 7.72728097855478 |
| 2011-02-01 | 7.69560090104077 |
| 2011-03-01 | 7.72506165695810 |
| 2011-04-01 | 7.71819396840134 |
| 2011-05-01 | 7.55430768068790 |
| 2011-06-01 | 7.55704928118061 |
| 2011-07-01 | 7.58483888607486 |
| 2011-08-01 | 7.54217295262987 |
| 2011-09-01 | 7.54568476366576 |
| 2011-10-01 | 7.50158619600092 |
| 2011-11-01 | 7.41942545017100 |
| 2011-12-01 | 7.43144176152463 |
| 2012-01-01 | 7.32252644121810 |
| 2012-02-01 | 7.40011445190021 |
| 2012-03-01 | 7.41931555424093 |
| 2012-04-01 | 7.31683629830999 |
| 2012-05-01 | 7.34809386952787 |
| 2012-06-01 | 7.36290669666205 |
| 2012-07-01 | 7.29975749297553 |
| 2012-08-01 | 7.34609978005331 |
| 2012-09-01 | 7.33176527234091 |
| 2012-10-01 | 7.40077502102508 |
| 2012-11-01 | 7.41947389467812 |
| 2012-12-01 | 7.33679724123710 |
| 2013-01-01 | 7.41271919788826 |
| 2013-02-01 | 7.40266466474154 |
| 2013-03-01 | 7.42115281180376 |
| 2013-04-01 | 7.31548471608882 |
| 2013-05-01 | 7.44343137499042 |
| 2013-06-01 | 7.46770991939230 |
| 2013-07-01 | 7.41046582193960 |
| 2013-08-01 | 7.44681252929417 |
| 2013-09-01 | 7.52236484552997 |
| 2013-10-01 | 7.50127810388277 |
| 2013-11-01 | 7.51846500183028 |
| 2013-12-01 | 7.54090641912913 |
| 2014-01-01 | 7.60561001341168 |
| 2014-02-01 | 7.59700089284882 |
| 2014-03-01 | 7.62873010757206 |
| 2014-04-01 | 7.71613004056037 |
| 2014-05-01 | 7.74464401904438 |
| 2014-06-01 | 7.66999936945905 |
| 2014-07-01 | 7.71632458535098 |
| 2014-08-01 | 7.64219204807456 |
| 2014-09-01 | 7.71561274687278 |
| 2014-10-01 | 7.70295241503770 |
| 2014-11-01 | 7.72183859837748 |
| 2014-12-01 | 7.73998361780556 |
| 2015-01-01 | 7.70141070510393 |
| 2015-02-01 | 7.68812706101077 |
| 2015-03-01 | 7.63824933275549 |
| 2015-04-01 | 7.72033764341290 |
| 2015-05-01 | 7.64613447803343 |
| 2015-06-01 | 7.67324558884173 |
| 2015-07-01 | 7.71619311143548 |
| 2015-08-01 | 7.73731651073701 |
| 2015-09-01 | 7.71885861794822 |
| 2015-10-01 | 7.70175209287371 |
| 2015-11-01 | 7.71962646386151 |
| 2015-12-01 | 7.72967138057504 |
| 2016-01-01 | 7.80307192441810 |
| 2016-02-01 | 7.77937072722332 |
| 2016-03-01 | 7.84931277298527 |
| 2016-04-01 | 7.82465385282122 |
| 2016-05-01 | 7.85747253645972 |
| 2016-06-01 | 7.77189944855775 |
| 2016-07-01 | 7.91423201563512 |
| 2016-08-01 | 7.93651233695555 |
| 2016-09-01 | 7.92083095066824 |
| 2016-10-01 | 7.89662585631715 |
| 2016-11-01 | 7.91587166092823 |
| 2016-12-01 | 7.91868408866138 |
| 2017-01-01 | 7.90600517698558 |
| 2017-02-01 | 7.96776961243239 |
| 2017-03-01 | 7.95680717950150 |
| 2017-04-01 | 7.93345548667287 |
| 2017-05-01 | 7.97432885061074 |
| 2017-06-01 | 7.96956357347300 |
| 2017-07-01 | 7.91417760557626 |
| 2017-08-01 | 7.94176062811585 |
| 2017-09-01 | 7.92003230108205 |
| 2017-10-01 | 7.98585064793868 |
| 2017-11-01 | 7.90282596511814 |
| 2017-12-01 | 8.01267641100677 |
| 2018-01-01 | 7.90864947512344 |
| 2018-02-01 | 7.95863275029169 |
| 2018-03-01 | 7.96958998990845 |
| 2018-04-01 | 7.93707900260450 |
| 2018-05-01 | 7.99375631029135 |
| 2018-06-01 | 7.96468539306044 |
| 2018-07-01 | 8.01256385158899 |
| 2018-08-01 | 8.05281212361926 |
| 2018-09-01 | 8.01271123662243 |
| 2018-10-01 | 8.07652362105589 |
| 2018-11-01 | 8.09265552387257 |
| 2018-12-01 | 8.10680897780439 |
| 2019-01-01 | 8.10997003625135 |
| 2019-02-01 | 8.05675840002950 |
| 2019-03-01 | 8.07755692043889 |
| 2019-04-01 | 8.13643857380599 |
| 2019-05-01 | 8.11011958945986 |
| 2019-06-01 | 8.17031127878277 |
| 2019-07-01 | 8.10234505319820 |
| 2019-08-01 | 8.06025259268836 |
| 2019-09-01 | 8.10496291973550 |
| 2019-10-01 | 8.07468849572088 |
| 2019-11-01 | 8.18438209010606 |
| 2019-12-01 | 8.10190380833144 |
| 2020-01-01 | 8.10926296272841 |
| 2020-02-01 | 8.16519940555017 |
| 2020-03-01 | 8.08148114824963 |
| 2020-04-01 | 5.12859077220326 |
| 2020-05-01 | 5.62359282494949 |
| 2020-06-01 | 5.87855583693447 |
| 2020-07-01 | 6.88462961218523 |
| 2020-08-01 | 6.95761281552526 |
| 2020-09-01 | 7.10205484766056 |
| 2020-10-01 | 7.18683977203133 |
| 2020-11-01 | 7.28400081552973 |
| 2020-12-01 | 7.20110566990838 |
| 2021-01-01 | 7.30471961951802 |
| 2021-02-01 | 7.37475755178174 |
| 2021-03-01 | 7.37081964569665 |
| 2021-04-01 | 7.52338367065626 |
| 2021-05-01 | 7.53048167131411 |
| 2021-06-01 | 7.59127059849851 |
| 2021-07-01 | 7.67061450573401 |
| 2021-08-01 | 7.64528467325894 |
| 2021-09-01 | 7.70263979632011 |
| 2021-10-01 | 7.70221376642412 |
| 2021-11-01 | 7.68882670422950 |
| 2021-12-01 | 7.80698588888735 |
| 2022-01-01 | 7.69796853648967 |
| 2022-02-01 | 7.68666530106064 |
| 2022-03-01 | 7.75577759685413 |
| 2022-04-01 | 7.71674621721291 |
| 2022-05-01 | 7.72743462057371 |
| 2022-06-01 | 7.70080509872415 |
| 2022-07-01 | 7.76258693700371 |
| 2022-08-01 | 7.82724581687162 |
| 2022-09-01 | 7.71180363265727 |
| 2022-10-01 | 7.61828520575492 |
| 2022-11-01 | 7.70032139951040 |
| 2022-12-01 | 7.70996901225324 |
| 2023-01-01 | 7.69226229012449 |
| 2023-02-01 | 7.69490704372878 |
| 2023-03-01 | 7.73936501989293 |
| 2023-04-01 | 7.71254365981541 |
| 2023-05-01 | 7.71776550737943 |
| 2023-06-01 | 7.70731738632823 |
| 2023-07-01 | 7.76328059617328 |
| 2023-08-01 | 7.81146183044840 |
| 2023-09-01 | 7.72415549697591 |
| 2023-10-01 | 7.72765650759289 |
| 2023-11-01 | 7.80959555480899 |
| 2023-12-01 | 7.81277774143306 |
| 2024-01-01 | 7.88693816085860 |
| 2024-02-01 | 7.90114883696730 |
| 2024-03-01 | 7.93114195070165 |
| 2024-04-01 | 7.90829836789177 |
| 2024-05-01 | 7.90559500892899 |
| 2024-06-01 | 7.90691664140418 |
| 2024-07-01 | 7.86840318880598 |
| 2024-08-01 | 7.90057380333841 |
| 2024-09-01 | 7.93738458797682 |
| 2024-10-01 | 7.93458362970612 |
| 2024-11-01 | 7.91514141582439 |
| 2024-12-01 | 7.91456481795491 |
| 2025-01-01 | 7.98296781442448 |
| 2025-02-01 | 7.89849940564651 |
| 2025-03-01 | 7.93014919418123 |
| 2025-04-01 | 7.90653855564152 |
| 2025-05-01 | 7.99634654329222 |
| 2025-06-01 | 7.90309852821847 |
| 2025-07-01 | 7.87875054517974 |
| 2025-08-01 | 7.89898457677582 |
| 2025-09-01 | 7.84260885278363 |
| 2025-10-01 | 7.93225250741129 |
| 2025-11-01 | 7.81651825233684 |
| 2025-12-01 | 7.81791293403872 |
| 2026-01-01 | 7.78067796270732 |
| 2026-02-01 | 7.79537659940405 |
| 2026-03-01 | 7.73519269618689 |
| 2026-04-01 | 7.80520258210978 |
| 2026-05-01 | 7.78955373572351 |