Table Data - All Employees: Professional and Business Services in Reading, PA (MSA)
| Title | All Employees: Professional and Business Services in Reading, PA (MSA) |
|---|---|
| Series ID | READ742PBSV |
| 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 7:35 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 | 12.1963463087089 |
| 1990-02-01 | 12.1527672769228 |
| 1990-03-01 | 12.2337932288384 |
| 1990-04-01 | 12.2956905147445 |
| 1990-05-01 | 12.2790791109340 |
| 1990-06-01 | 12.3727582438334 |
| 1990-07-01 | 12.4287282467955 |
| 1990-08-01 | 12.1684734493410 |
| 1990-09-01 | 12.0820170128854 |
| 1990-10-01 | 11.8783336848761 |
| 1990-11-01 | 11.9964656081770 |
| 1990-12-01 | 12.0995122070446 |
| 1991-01-01 | 12.7056923696412 |
| 1991-02-01 | 12.4597974780913 |
| 1991-03-01 | 12.4493451961324 |
| 1991-04-01 | 12.4919194570208 |
| 1991-05-01 | 12.3796269037169 |
| 1991-06-01 | 12.3750295471387 |
| 1991-07-01 | 12.3326302463380 |
| 1991-08-01 | 12.4534342344299 |
| 1991-09-01 | 12.4578675660200 |
| 1991-10-01 | 12.5782671519716 |
| 1991-11-01 | 12.5937392419738 |
| 1991-12-01 | 12.7842522892764 |
| 1992-01-01 | 12.3351063955959 |
| 1992-02-01 | 12.1711976551940 |
| 1992-03-01 | 12.1816603895873 |
| 1992-04-01 | 11.9777162252736 |
| 1992-05-01 | 11.9714771310122 |
| 1992-06-01 | 12.1784224036662 |
| 1992-07-01 | 11.8507806152637 |
| 1992-08-01 | 11.7412882978599 |
| 1992-09-01 | 11.7195985587892 |
| 1992-10-01 | 11.6694994654342 |
| 1992-11-01 | 11.6785857610840 |
| 1992-12-01 | 11.6715188188433 |
| 1993-01-01 | 11.8596582112026 |
| 1993-02-01 | 11.8946500318314 |
| 1993-03-01 | 11.9237688092979 |
| 1993-04-01 | 11.8710610049037 |
| 1993-05-01 | 12.1781826084746 |
| 1993-06-01 | 12.0764411880976 |
| 1993-07-01 | 12.2546937725039 |
| 1993-08-01 | 12.3200517124904 |
| 1993-09-01 | 12.2705822152378 |
| 1993-10-01 | 12.4550146167360 |
| 1993-11-01 | 12.4750869628738 |
| 1993-12-01 | 12.5758593344347 |
| 1994-01-01 | 12.4677308644375 |
| 1994-02-01 | 12.3227879912492 |
| 1994-03-01 | 12.6757689416913 |
| 1994-04-01 | 12.9741519142995 |
| 1994-05-01 | 12.7823164918758 |
| 1994-06-01 | 12.9791181979252 |
| 1994-07-01 | 12.9402326376486 |
| 1994-08-01 | 13.0922608536444 |
| 1994-09-01 | 13.2233547427552 |
| 1994-10-01 | 12.8326057621772 |
| 1994-11-01 | 12.8717310739109 |
| 1994-12-01 | 12.9875674088182 |
| 1995-01-01 | 12.6628852105054 |
| 1995-02-01 | 12.8617374205651 |
| 1995-03-01 | 12.8341084663768 |
| 1995-04-01 | 13.0849881224564 |
| 1995-05-01 | 13.1320508122765 |
| 1995-06-01 | 12.9758448755000 |
| 1995-07-01 | 12.7833394477195 |
| 1995-08-01 | 12.7394818789637 |
| 1995-09-01 | 12.9640289446066 |
| 1995-10-01 | 13.1150401624395 |
| 1995-11-01 | 13.2906541489649 |
| 1995-12-01 | 13.1877802070988 |
| 1996-01-01 | 12.5697136189596 |
| 1996-02-01 | 13.8106835146591 |
| 1996-03-01 | 13.8947637073012 |
| 1996-04-01 | 13.0976000419007 |
| 1996-05-01 | 13.0846775378975 |
| 1996-06-01 | 13.0836924688479 |
| 1996-07-01 | 13.1124022209672 |
| 1996-08-01 | 13.1833651197700 |
| 1996-09-01 | 13.1242853497035 |
| 1996-10-01 | 13.3851495298092 |
| 1996-11-01 | 13.2864204191088 |
| 1996-12-01 | 13.2671369207693 |
| 1997-01-01 | 13.7805927088995 |
| 1997-02-01 | 13.5651719820951 |
| 1997-03-01 | 13.7397616345446 |
| 1997-04-01 | 13.8498915595798 |
| 1997-05-01 | 14.0679589228854 |
| 1997-06-01 | 14.4013734294734 |
| 1997-07-01 | 14.0203332719470 |
| 1997-08-01 | 14.0053849785709 |
| 1997-09-01 | 14.0896277183787 |
| 1997-10-01 | 13.9637553095096 |
| 1997-11-01 | 14.0716701389506 |
| 1997-12-01 | 14.1355517936981 |
| 1998-01-01 | 14.3926736869321 |
| 1998-02-01 | 14.6180428023384 |
| 1998-03-01 | 14.6576239658327 |
| 1998-04-01 | 15.0294528675954 |
| 1998-05-01 | 14.9390678606144 |
| 1998-06-01 | 15.3277090199491 |
| 1998-07-01 | 15.5444705898345 |
| 1998-08-01 | 15.5362410750424 |
| 1998-09-01 | 15.7734895652259 |
| 1998-10-01 | 15.4579130160473 |
| 1998-11-01 | 15.2318864933062 |
| 1998-12-01 | 15.5017954157213 |
| 1999-01-01 | 15.2043365761296 |
| 1999-02-01 | 15.2364555037312 |
| 1999-03-01 | 15.2396805631255 |
| 1999-04-01 | 15.7153138104321 |
| 1999-05-01 | 15.8264392864591 |
| 1999-06-01 | 15.8592753448352 |
| 1999-07-01 | 16.0878991797818 |
| 1999-08-01 | 16.2935419533606 |
| 1999-09-01 | 16.3590493000442 |
| 1999-10-01 | 16.8608588134066 |
| 1999-11-01 | 16.8942437593096 |
| 1999-12-01 | 17.0564453010854 |
| 2000-01-01 | 16.9144315997934 |
| 2000-02-01 | 17.0356404924795 |
| 2000-03-01 | 17.2120212565195 |
| 2000-04-01 | 17.2748714071636 |
| 2000-05-01 | 17.1863123705598 |
| 2000-06-01 | 17.7746668681782 |
| 2000-07-01 | 18.0872278755633 |
| 2000-08-01 | 18.2976186945440 |
| 2000-09-01 | 18.3651997199532 |
| 2000-10-01 | 18.2398975800725 |
| 2000-11-01 | 18.5597593097454 |
| 2000-12-01 | 18.4304848403217 |
| 2001-01-01 | 18.6118064895050 |
| 2001-02-01 | 18.5024835777245 |
| 2001-03-01 | 18.5739833992078 |
| 2001-04-01 | 18.2272135660080 |
| 2001-05-01 | 18.2338434474939 |
| 2001-06-01 | 18.2767025279205 |
| 2001-07-01 | 17.8172373824588 |
| 2001-08-01 | 18.3178529251280 |
| 2001-09-01 | 18.2773477097364 |
| 2001-10-01 | 18.1975607492004 |
| 2001-11-01 | 18.4437294891077 |
| 2001-12-01 | 18.2186126955315 |
| 2002-01-01 | 18.9017290822110 |
| 2002-02-01 | 18.7723905788409 |
| 2002-03-01 | 18.8478961449620 |
| 2002-04-01 | 18.6606563744579 |
| 2002-05-01 | 18.6647683129710 |
| 2002-06-01 | 18.4500416877549 |
| 2002-07-01 | 18.6756379461635 |
| 2002-08-01 | 18.3559304980898 |
| 2002-09-01 | 18.4715722435712 |
| 2002-10-01 | 18.5298708766818 |
| 2002-11-01 | 18.5424238704590 |
| 2002-12-01 | 18.6089226222724 |
| 2003-01-01 | 18.5184377235526 |
| 2003-02-01 | 18.3526998664363 |
| 2003-03-01 | 18.1512703100644 |
| 2003-04-01 | 18.3761323444557 |
| 2003-05-01 | 18.1835946640666 |
| 2003-06-01 | 18.3031336844859 |
| 2003-07-01 | 17.9224404566357 |
| 2003-08-01 | 18.1923949198770 |
| 2003-09-01 | 18.5575437603257 |
| 2003-10-01 | 18.2628029782905 |
| 2003-11-01 | 18.0479131442395 |
| 2003-12-01 | 18.1708318454323 |
| 2004-01-01 | 18.3517844111256 |
| 2004-02-01 | 18.5722314622665 |
| 2004-03-01 | 18.6990595666053 |
| 2004-04-01 | 18.7705896518830 |
| 2004-05-01 | 18.8868617181547 |
| 2004-06-01 | 18.8430107479516 |
| 2004-07-01 | 18.7541378183486 |
| 2004-08-01 | 18.9207690948450 |
| 2004-09-01 | 18.6371650677779 |
| 2004-10-01 | 18.7004877669477 |
| 2004-11-01 | 18.9575596837792 |
| 2004-12-01 | 18.5246883311494 |
| 2005-01-01 | 18.1046533606383 |
| 2005-02-01 | 18.5122047216848 |
| 2005-03-01 | 18.5635852808394 |
| 2005-04-01 | 18.3564231779847 |
| 2005-05-01 | 18.3550326673182 |
| 2005-06-01 | 18.4985086222112 |
| 2005-07-01 | 18.5661865410588 |
| 2005-08-01 | 18.5239814961663 |
| 2005-09-01 | 18.9280382162293 |
| 2005-10-01 | 18.9879650688037 |
| 2005-11-01 | 19.3594052813489 |
| 2005-12-01 | 18.8904529422333 |
| 2006-01-01 | 18.6287144077354 |
| 2006-02-01 | 18.6593103746124 |
| 2006-03-01 | 18.6099044145308 |
| 2006-04-01 | 18.6417355435070 |
| 2006-05-01 | 18.7038825908356 |
| 2006-06-01 | 18.9742000262162 |
| 2006-07-01 | 18.8645511066968 |
| 2006-08-01 | 19.0431642221239 |
| 2006-09-01 | 19.0300977766603 |
| 2006-10-01 | 19.0988889617940 |
| 2006-11-01 | 19.3634155810264 |
| 2006-12-01 | 19.4871373437934 |
| 2007-01-01 | 19.5314021405173 |
| 2007-02-01 | 19.2803144407021 |
| 2007-03-01 | 19.5253704445664 |
| 2007-04-01 | 19.6100271838467 |
| 2007-05-01 | 19.5392901969810 |
| 2007-06-01 | 19.5706273067625 |
| 2007-07-01 | 19.6646439154060 |
| 2007-08-01 | 19.4715367675118 |
| 2007-09-01 | 19.4627487620307 |
| 2007-10-01 | 19.0353593009110 |
| 2007-11-01 | 19.2626416205743 |
| 2007-12-01 | 19.4154599790230 |
| 2008-01-01 | 19.1921486472662 |
| 2008-02-01 | 19.2730727318305 |
| 2008-03-01 | 19.2182731455446 |
| 2008-04-01 | 19.4743139563315 |
| 2008-05-01 | 19.4823705369468 |
| 2008-06-01 | 19.2748429713723 |
| 2008-07-01 | 19.2741115722362 |
| 2008-08-01 | 19.2969641832451 |
| 2008-09-01 | 19.0943907887095 |
| 2008-10-01 | 18.4807698129431 |
| 2008-11-01 | 18.5744352451899 |
| 2008-12-01 | 18.3745875134792 |
| 2009-01-01 | 18.1555217249297 |
| 2009-02-01 | 17.7344228319985 |
| 2009-03-01 | 17.6926508117912 |
| 2009-04-01 | 17.4285710535868 |
| 2009-05-01 | 17.5295862910667 |
| 2009-06-01 | 17.2889272108537 |
| 2009-07-01 | 17.2980663402484 |
| 2009-08-01 | 17.1998194754681 |
| 2009-09-01 | 17.3273018884552 |
| 2009-10-01 | 17.7346031632684 |
| 2009-11-01 | 17.8735646999965 |
| 2009-12-01 | 18.0356686651521 |
| 2010-01-01 | 18.7221166802302 |
| 2010-02-01 | 18.8018599103773 |
| 2010-03-01 | 18.7630702056408 |
| 2010-04-01 | 18.8010500597760 |
| 2010-05-01 | 18.6889886039122 |
| 2010-06-01 | 18.9012515670279 |
| 2010-07-01 | 18.9160884363026 |
| 2010-08-01 | 18.8987913738741 |
| 2010-09-01 | 19.1467726101707 |
| 2010-10-01 | 19.3803110005347 |
| 2010-11-01 | 19.4507344694737 |
| 2010-12-01 | 19.3764283799863 |
| 2011-01-01 | 19.7225395119872 |
| 2011-02-01 | 19.7774329506229 |
| 2011-03-01 | 19.7605934640418 |
| 2011-04-01 | 19.6734661214660 |
| 2011-05-01 | 19.7736432888410 |
| 2011-06-01 | 19.9012585303517 |
| 2011-07-01 | 19.8207660355565 |
| 2011-08-01 | 20.0918136544806 |
| 2011-09-01 | 20.0635531239706 |
| 2011-10-01 | 19.8103348742596 |
| 2011-11-01 | 19.9006495316817 |
| 2011-12-01 | 19.8890170777214 |
| 2012-01-01 | 20.1411590747543 |
| 2012-02-01 | 20.3774660296593 |
| 2012-03-01 | 20.7853827280446 |
| 2012-04-01 | 20.8647613979778 |
| 2012-05-01 | 20.6726455940687 |
| 2012-06-01 | 20.6026495194041 |
| 2012-07-01 | 20.7021403964246 |
| 2012-08-01 | 20.6781319417718 |
| 2012-09-01 | 20.6749078488870 |
| 2012-10-01 | 20.6244377763023 |
| 2012-11-01 | 20.6391052086672 |
| 2012-12-01 | 20.7703172830352 |
| 2013-01-01 | 20.6848173914309 |
| 2013-02-01 | 20.5951682171422 |
| 2013-03-01 | 20.7348787957992 |
| 2013-04-01 | 20.8473735493420 |
| 2013-05-01 | 20.9741399118595 |
| 2013-06-01 | 21.0143218772665 |
| 2013-07-01 | 21.0675080003550 |
| 2013-08-01 | 21.3863600870924 |
| 2013-09-01 | 21.2905317680034 |
| 2013-10-01 | 21.3100106163136 |
| 2013-11-01 | 21.5717207310846 |
| 2013-12-01 | 21.6302838687469 |
| 2014-01-01 | 21.4224256009981 |
| 2014-02-01 | 21.9307722786084 |
| 2014-03-01 | 21.9844096789360 |
| 2014-04-01 | 22.2462537713591 |
| 2014-05-01 | 22.3698543363971 |
| 2014-06-01 | 22.6270302710391 |
| 2014-07-01 | 22.7349977897254 |
| 2014-08-01 | 22.8092599062328 |
| 2014-09-01 | 22.9120388094086 |
| 2014-10-01 | 23.0858945754793 |
| 2014-11-01 | 23.1078707258177 |
| 2014-12-01 | 23.1008854217628 |
| 2015-01-01 | 23.1448068614137 |
| 2015-02-01 | 23.2501543606770 |
| 2015-03-01 | 23.3269895979982 |
| 2015-04-01 | 23.2426900418096 |
| 2015-05-01 | 23.2621906911565 |
| 2015-06-01 | 23.2243633739875 |
| 2015-07-01 | 23.5144914369254 |
| 2015-08-01 | 23.4639791229761 |
| 2015-09-01 | 23.4440485281966 |
| 2015-10-01 | 23.5461044460779 |
| 2015-11-01 | 23.5639096349009 |
| 2015-12-01 | 23.5859787779453 |
| 2016-01-01 | 23.4510376598667 |
| 2016-02-01 | 23.3429172090936 |
| 2016-03-01 | 23.3512082395600 |
| 2016-04-01 | 23.4593270874475 |
| 2016-05-01 | 23.3438965850503 |
| 2016-06-01 | 23.3134978804745 |
| 2016-07-01 | 23.4135959767105 |
| 2016-08-01 | 23.3131954582968 |
| 2016-09-01 | 23.6592929407398 |
| 2016-10-01 | 23.4235392799435 |
| 2016-11-01 | 23.4510375863886 |
| 2016-12-01 | 23.4787509609615 |
| 2017-01-01 | 23.4411959321396 |
| 2017-02-01 | 23.4332783579264 |
| 2017-03-01 | 23.4625476526541 |
| 2017-04-01 | 23.4783622636051 |
| 2017-05-01 | 23.5130273076082 |
| 2017-06-01 | 23.5886730061081 |
| 2017-07-01 | 23.7195032141245 |
| 2017-08-01 | 23.9784634393799 |
| 2017-09-01 | 23.9816921911157 |
| 2017-10-01 | 23.8966780257997 |
| 2017-11-01 | 24.0511717549909 |
| 2017-12-01 | 23.9644905431221 |
| 2018-01-01 | 24.1231163652399 |
| 2018-02-01 | 24.1178382146005 |
| 2018-03-01 | 24.0613342457467 |
| 2018-04-01 | 24.1092768533036 |
| 2018-05-01 | 24.0912743683951 |
| 2018-06-01 | 23.9692342798056 |
| 2018-07-01 | 23.7360679816493 |
| 2018-08-01 | 23.6276185139268 |
| 2018-09-01 | 23.4880103170509 |
| 2018-10-01 | 23.6860407456358 |
| 2018-11-01 | 23.6550289759527 |
| 2018-12-01 | 23.4541485107503 |
| 2019-01-01 | 23.7999580159235 |
| 2019-02-01 | 24.1065181969183 |
| 2019-03-01 | 24.0357971384683 |
| 2019-04-01 | 24.1296462135633 |
| 2019-05-01 | 24.2827271331224 |
| 2019-06-01 | 24.2573143809527 |
| 2019-07-01 | 24.2587180730843 |
| 2019-08-01 | 24.4873184477362 |
| 2019-09-01 | 24.2964257382042 |
| 2019-10-01 | 24.0766767075375 |
| 2019-11-01 | 23.9668598995123 |
| 2019-12-01 | 24.0301114347579 |
| 2020-01-01 | 24.0781037567454 |
| 2020-02-01 | 23.8816061306349 |
| 2020-03-01 | 24.0780534062736 |
| 2020-04-01 | 20.5418846437375 |
| 2020-05-01 | 20.7838365773718 |
| 2020-06-01 | 21.0903913685984 |
| 2020-07-01 | 21.1943211511967 |
| 2020-08-01 | 21.2475360376253 |
| 2020-09-01 | 21.2791398176903 |
| 2020-10-01 | 21.6830827329046 |
| 2020-11-01 | 21.6733282265278 |
| 2020-12-01 | 21.7946672968663 |
| 2021-01-01 | 21.1587009818349 |
| 2021-02-01 | 21.3793309862178 |
| 2021-03-01 | 21.1060532706324 |
| 2021-04-01 | 21.1139354248975 |
| 2021-05-01 | 21.0765120814180 |
| 2021-06-01 | 21.2419539595448 |
| 2021-07-01 | 21.3448642754925 |
| 2021-08-01 | 21.5307307649339 |
| 2021-09-01 | 21.5642769687987 |
| 2021-10-01 | 21.6852200639825 |
| 2021-11-01 | 21.8790683266564 |
| 2021-12-01 | 21.9525780323890 |
| 2022-01-01 | 22.1420807282351 |
| 2022-02-01 | 22.3727141898288 |
| 2022-03-01 | 22.7412979289168 |
| 2022-04-01 | 22.6585924757073 |
| 2022-05-01 | 22.6483301104197 |
| 2022-06-01 | 22.8060789961323 |
| 2022-07-01 | 22.9179978540307 |
| 2022-08-01 | 22.9115386206804 |
| 2022-09-01 | 22.9395008264202 |
| 2022-10-01 | 22.7979619070430 |
| 2022-11-01 | 22.7883305144307 |
| 2022-12-01 | 23.0268337488268 |
| 2023-01-01 | 23.0267008305885 |
| 2023-02-01 | 22.9713343638599 |
| 2023-03-01 | 22.9765431516369 |
| 2023-04-01 | 22.6891603120143 |
| 2023-05-01 | 23.0085151714245 |
| 2023-06-01 | 22.4427268954631 |
| 2023-07-01 | 22.1953452326443 |
| 2023-08-01 | 22.5929397642482 |
| 2023-09-01 | 23.0297390904990 |
| 2023-10-01 | 22.7087578210065 |
| 2023-11-01 | 22.9128278491646 |
| 2023-12-01 | 22.8073606960689 |
| 2024-01-01 | 22.7103037850995 |
| 2024-02-01 | 22.7569696091448 |
| 2024-03-01 | 22.8305598229921 |
| 2024-04-01 | 23.2371532058977 |
| 2024-05-01 | 23.6576261082881 |
| 2024-06-01 | 23.2622810831012 |
| 2024-07-01 | 23.3650226763895 |
| 2024-08-01 | 23.4574650242442 |
| 2024-09-01 | 23.7203427969427 |
| 2024-10-01 | 23.9184750054661 |
| 2024-11-01 | 23.9291826702582 |
| 2024-12-01 | 24.0992250589765 |
| 2025-01-01 | 24.1980682257228 |
| 2025-02-01 | 24.2559560538626 |
| 2025-03-01 | 24.3061984215314 |
| 2025-04-01 | 24.5019973500060 |
| 2025-05-01 | 24.5215241252137 |
| 2025-06-01 | 24.3501688380986 |
| 2025-07-01 | 23.9111982240731 |
| 2025-08-01 | 23.8024564237394 |
| 2025-09-01 | 24.1250109569314 |
| 2025-10-01 | 24.1152884983745 |
| 2025-11-01 | 24.0398137236472 |
| 2025-12-01 | 24.0979310723043 |
| 2026-01-01 | 24.1889355921719 |
| 2026-02-01 | 24.1519063433897 |
| 2026-03-01 | 24.2060498375834 |
| 2026-04-01 | 23.9875390875907 |
| 2026-05-01 | 23.9970777638289 |
| 2026-06-01 | 24.2323303455832 |
| 2026-07-01 | 24.2380950033355 |