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 2026-04-01 |
| Last Updated | 2026-05-26 2:51 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 | 12.1963464688476 |
| 1990-02-01 | 12.1527683970459 |
| 1990-03-01 | 12.2337943358714 |
| 1990-04-01 | 12.2956914300082 |
| 1990-05-01 | 12.2790798292676 |
| 1990-06-01 | 12.3727617981893 |
| 1990-07-01 | 12.4287294981719 |
| 1990-08-01 | 12.1684750619600 |
| 1990-09-01 | 12.0820186110175 |
| 1990-10-01 | 11.8783357825865 |
| 1990-11-01 | 11.9964644916391 |
| 1990-12-01 | 12.0995010389687 |
| 1991-01-01 | 12.7056901046160 |
| 1991-02-01 | 12.4598003352751 |
| 1991-03-01 | 12.4493436013814 |
| 1991-04-01 | 12.4919189912136 |
| 1991-05-01 | 12.3796269919827 |
| 1991-06-01 | 12.3750334123641 |
| 1991-07-01 | 12.3326337662321 |
| 1991-08-01 | 12.4534393545352 |
| 1991-09-01 | 12.4578712436838 |
| 1991-10-01 | 12.5782716424775 |
| 1991-11-01 | 12.5937381584995 |
| 1991-12-01 | 12.7842392362628 |
| 1992-01-01 | 12.3350981459363 |
| 1992-02-01 | 12.1711984998308 |
| 1992-03-01 | 12.1816532770841 |
| 1992-04-01 | 11.9777130545548 |
| 1992-05-01 | 11.9714796980712 |
| 1992-06-01 | 12.1784267952392 |
| 1992-07-01 | 11.8507877167833 |
| 1992-08-01 | 11.7412996223007 |
| 1992-09-01 | 11.7196085517218 |
| 1992-10-01 | 11.6695126114062 |
| 1992-11-01 | 11.6785949661351 |
| 1992-12-01 | 11.6715182241094 |
| 1993-01-01 | 11.8595967600429 |
| 1993-02-01 | 11.8946420920527 |
| 1993-03-01 | 11.9237543564358 |
| 1993-04-01 | 11.8710658488513 |
| 1993-05-01 | 12.1781943226216 |
| 1993-06-01 | 12.0764504428653 |
| 1993-07-01 | 12.2547069132452 |
| 1993-08-01 | 12.3200707779428 |
| 1993-09-01 | 12.2705999949722 |
| 1993-10-01 | 12.4550390597718 |
| 1993-11-01 | 12.4751106618167 |
| 1993-12-01 | 12.5758780530946 |
| 1994-01-01 | 12.4675820854807 |
| 1994-02-01 | 12.3227728830963 |
| 1994-03-01 | 12.6757524741522 |
| 1994-04-01 | 12.9741683850319 |
| 1994-05-01 | 12.7823404320051 |
| 1994-06-01 | 12.9791347124701 |
| 1994-07-01 | 12.9402529459024 |
| 1994-08-01 | 13.0922870072843 |
| 1994-09-01 | 13.2233808276202 |
| 1994-10-01 | 12.8326402224872 |
| 1994-11-01 | 12.8717680818658 |
| 1994-12-01 | 12.9876042331353 |
| 1995-01-01 | 12.6626494998823 |
| 1995-02-01 | 12.8617163693366 |
| 1995-03-01 | 12.8340917023976 |
| 1995-04-01 | 13.0850181231280 |
| 1995-05-01 | 13.1320856992458 |
| 1995-06-01 | 12.9758701042183 |
| 1995-07-01 | 12.7833657145379 |
| 1995-08-01 | 12.7395107523330 |
| 1995-09-01 | 12.9640663251067 |
| 1995-10-01 | 13.1150755788689 |
| 1995-11-01 | 13.2906923943095 |
| 1995-12-01 | 13.1878205174216 |
| 1996-01-01 | 12.5694393865254 |
| 1996-02-01 | 13.8106606524721 |
| 1996-03-01 | 13.8947504006678 |
| 1996-04-01 | 13.0976344173589 |
| 1996-05-01 | 13.0847176578620 |
| 1996-06-01 | 13.0837219515369 |
| 1996-07-01 | 13.1124299412911 |
| 1996-08-01 | 13.1833915596594 |
| 1996-09-01 | 13.1243301720765 |
| 1996-10-01 | 13.3851823006036 |
| 1996-11-01 | 13.2864554485663 |
| 1996-12-01 | 13.2671762078794 |
| 1997-01-01 | 13.7803196752843 |
| 1997-02-01 | 13.5651472414532 |
| 1997-03-01 | 13.7397514016621 |
| 1997-04-01 | 13.8499287845468 |
| 1997-05-01 | 14.0679992707435 |
| 1997-06-01 | 14.4014037340012 |
| 1997-07-01 | 14.0203579157127 |
| 1997-08-01 | 14.0054042150538 |
| 1997-09-01 | 14.0896742056473 |
| 1997-10-01 | 13.9637785261286 |
| 1997-11-01 | 14.0716929753113 |
| 1997-12-01 | 14.1355783772853 |
| 1998-01-01 | 14.3924524259840 |
| 1998-02-01 | 14.6180254986195 |
| 1998-03-01 | 14.6576198445288 |
| 1998-04-01 | 15.0294818832561 |
| 1998-05-01 | 14.9391001993588 |
| 1998-06-01 | 15.3277343928604 |
| 1998-07-01 | 15.5444893847367 |
| 1998-08-01 | 15.5362524501288 |
| 1998-09-01 | 15.7735280534075 |
| 1998-10-01 | 15.4579260708296 |
| 1998-11-01 | 15.2318944974608 |
| 1998-12-01 | 15.5018053824221 |
| 1999-01-01 | 15.2042017585790 |
| 1999-02-01 | 15.2364444930712 |
| 1999-03-01 | 15.2396776423332 |
| 1999-04-01 | 15.7153305588428 |
| 1999-05-01 | 15.8264600396802 |
| 1999-06-01 | 15.8592924979121 |
| 1999-07-01 | 16.0879109497992 |
| 1999-08-01 | 16.2935463955681 |
| 1999-09-01 | 16.3590797394788 |
| 1999-10-01 | 16.8608617123069 |
| 1999-11-01 | 16.8942384635147 |
| 1999-12-01 | 17.0564394620125 |
| 2000-01-01 | 16.9143831952248 |
| 2000-02-01 | 17.0356349465680 |
| 2000-03-01 | 17.2120183516033 |
| 2000-04-01 | 17.2748746019141 |
| 2000-05-01 | 17.1863222901601 |
| 2000-06-01 | 17.7746746763932 |
| 2000-07-01 | 18.0872335686288 |
| 2000-08-01 | 18.2976196132930 |
| 2000-09-01 | 18.3652178611200 |
| 2000-10-01 | 18.2398987650965 |
| 2000-11-01 | 18.5597528131806 |
| 2000-12-01 | 18.4304791184564 |
| 2001-01-01 | 18.6117983242437 |
| 2001-02-01 | 18.5024775492887 |
| 2001-03-01 | 18.5739792800211 |
| 2001-04-01 | 18.2272134565257 |
| 2001-05-01 | 18.2338485838410 |
| 2001-06-01 | 18.2767046825613 |
| 2001-07-01 | 17.8172393409051 |
| 2001-08-01 | 18.3178525816703 |
| 2001-09-01 | 18.2773560997826 |
| 2001-10-01 | 18.1975620329251 |
| 2001-11-01 | 18.4437265987704 |
| 2001-12-01 | 18.2186116876221 |
| 2002-01-01 | 18.9017256963965 |
| 2002-02-01 | 18.7723883015845 |
| 2002-03-01 | 18.8478943053017 |
| 2002-04-01 | 18.6606559687994 |
| 2002-05-01 | 18.6647706054329 |
| 2002-06-01 | 18.4500419902586 |
| 2002-07-01 | 18.6756390849707 |
| 2002-08-01 | 18.3559307572452 |
| 2002-09-01 | 18.4715722981097 |
| 2002-10-01 | 18.5298725351594 |
| 2002-11-01 | 18.5424233437530 |
| 2002-12-01 | 18.6089237766606 |
| 2003-01-01 | 18.5184360846681 |
| 2003-02-01 | 18.3526989196756 |
| 2003-03-01 | 18.1512695515246 |
| 2003-04-01 | 18.3761318918775 |
| 2003-05-01 | 18.1835955475772 |
| 2003-06-01 | 18.3031336095473 |
| 2003-07-01 | 17.9224410572208 |
| 2003-08-01 | 18.1923950132044 |
| 2003-09-01 | 18.5575437928108 |
| 2003-10-01 | 18.2628029766757 |
| 2003-11-01 | 18.0479130070439 |
| 2003-12-01 | 18.1708329308824 |
| 2004-01-01 | 18.3517836458553 |
| 2004-02-01 | 18.5722311568408 |
| 2004-03-01 | 18.6990593550103 |
| 2004-04-01 | 18.7705895693182 |
| 2004-05-01 | 18.8868617199464 |
| 2004-06-01 | 18.8430107975478 |
| 2004-07-01 | 18.7541381835481 |
| 2004-08-01 | 18.9207690861681 |
| 2004-09-01 | 18.6371649692171 |
| 2004-10-01 | 18.7004876933301 |
| 2004-11-01 | 18.9575595662205 |
| 2004-12-01 | 18.5246889060621 |
| 2005-01-01 | 18.1046530515250 |
| 2005-02-01 | 18.5122046615291 |
| 2005-03-01 | 18.5635852281629 |
| 2005-04-01 | 18.3564231430923 |
| 2005-05-01 | 18.3550326512793 |
| 2005-06-01 | 18.4985086354062 |
| 2005-07-01 | 18.5661866248569 |
| 2005-08-01 | 18.5239815064460 |
| 2005-09-01 | 18.9280381927834 |
| 2005-10-01 | 18.9879650774676 |
| 2005-11-01 | 19.3594052574053 |
| 2005-12-01 | 18.8904529646202 |
| 2006-01-01 | 18.6287144038910 |
| 2006-02-01 | 18.6593103844051 |
| 2006-03-01 | 18.6099044089640 |
| 2006-04-01 | 18.6417355302339 |
| 2006-05-01 | 18.7038825791553 |
| 2006-06-01 | 18.9742000201752 |
| 2006-07-01 | 18.8645511347411 |
| 2006-08-01 | 19.0431642222405 |
| 2006-09-01 | 19.0300977650257 |
| 2006-10-01 | 19.0988889648392 |
| 2006-11-01 | 19.3634155606849 |
| 2006-12-01 | 19.4871373567530 |
| 2007-01-01 | 19.5314021380455 |
| 2007-02-01 | 19.2803144405962 |
| 2007-03-01 | 19.5253704617891 |
| 2007-04-01 | 19.6100271992698 |
| 2007-05-01 | 19.5392902112999 |
| 2007-06-01 | 19.5706273155568 |
| 2007-07-01 | 19.6646439165622 |
| 2007-08-01 | 19.4715366917231 |
| 2007-09-01 | 19.4627487498502 |
| 2007-10-01 | 19.0353592819907 |
| 2007-11-01 | 19.2626415971513 |
| 2007-12-01 | 19.4154600383083 |
| 2008-01-01 | 19.1921486574098 |
| 2008-02-01 | 19.2730727344888 |
| 2008-03-01 | 19.2182731942216 |
| 2008-04-01 | 19.4743140027084 |
| 2008-05-01 | 19.4823705721002 |
| 2008-06-01 | 19.2748429815111 |
| 2008-07-01 | 19.2741115566180 |
| 2008-08-01 | 19.2969640088737 |
| 2008-09-01 | 19.0943907337374 |
| 2008-10-01 | 18.4807697365596 |
| 2008-11-01 | 18.5744351893822 |
| 2008-12-01 | 18.3745877288621 |
| 2009-01-01 | 18.1555217232711 |
| 2009-02-01 | 17.7344228121978 |
| 2009-03-01 | 17.6926509844606 |
| 2009-04-01 | 17.4285712052782 |
| 2009-05-01 | 17.5295863163478 |
| 2009-06-01 | 17.2889271958583 |
| 2009-07-01 | 17.2980662821448 |
| 2009-08-01 | 17.1998191505923 |
| 2009-09-01 | 17.3273017145679 |
| 2009-10-01 | 17.7346029544465 |
| 2009-11-01 | 17.8735645297701 |
| 2009-12-01 | 18.0356689930506 |
| 2010-01-01 | 18.7221166739408 |
| 2010-02-01 | 18.8018605324904 |
| 2010-03-01 | 18.7630705661744 |
| 2010-04-01 | 18.8010503253474 |
| 2010-05-01 | 18.6889885435114 |
| 2010-06-01 | 18.9012513628569 |
| 2010-07-01 | 18.9160881184200 |
| 2010-08-01 | 18.8987903986115 |
| 2010-09-01 | 19.1467721802606 |
| 2010-10-01 | 19.3803106492273 |
| 2010-11-01 | 19.4507343308759 |
| 2010-12-01 | 19.3764290866364 |
| 2011-01-01 | 19.7225397553002 |
| 2011-02-01 | 19.7774347138051 |
| 2011-03-01 | 19.7605943876689 |
| 2011-04-01 | 19.6734666114582 |
| 2011-05-01 | 19.7736429364135 |
| 2011-06-01 | 19.9012576724361 |
| 2011-07-01 | 19.8207648915430 |
| 2011-08-01 | 20.0918115201540 |
| 2011-09-01 | 20.0635521349951 |
| 2011-10-01 | 19.8103343293194 |
| 2011-11-01 | 19.9006495490606 |
| 2011-12-01 | 19.8890183227046 |
| 2012-01-01 | 20.1411601360512 |
| 2012-02-01 | 20.3774696586516 |
| 2012-03-01 | 20.7853849239525 |
| 2012-04-01 | 20.8647632545049 |
| 2012-05-01 | 20.6726467556236 |
| 2012-06-01 | 20.6026453110705 |
| 2012-07-01 | 20.7021329648023 |
| 2012-08-01 | 20.6781305586954 |
| 2012-09-01 | 20.6749073345321 |
| 2012-10-01 | 20.6244372485156 |
| 2012-11-01 | 20.6391048372155 |
| 2012-12-01 | 20.7703206958557 |
| 2013-01-01 | 20.6848175984746 |
| 2013-02-01 | 20.5951779748150 |
| 2013-03-01 | 20.7348809303851 |
| 2013-04-01 | 20.8473759737334 |
| 2013-05-01 | 20.9741421679009 |
| 2013-06-01 | 21.0143141999471 |
| 2013-07-01 | 21.0674942560680 |
| 2013-08-01 | 21.3863599247388 |
| 2013-09-01 | 21.2905303262334 |
| 2013-10-01 | 21.3100104756273 |
| 2013-11-01 | 21.5717204555858 |
| 2013-12-01 | 21.6302899011738 |
| 2014-01-01 | 21.4224258019009 |
| 2014-02-01 | 21.9307884255181 |
| 2014-03-01 | 21.9844113416085 |
| 2014-04-01 | 22.2462558061016 |
| 2014-05-01 | 22.3698560617875 |
| 2014-06-01 | 22.6270165816793 |
| 2014-07-01 | 22.7349745090131 |
| 2014-08-01 | 22.8092645892092 |
| 2014-09-01 | 22.9120357244373 |
| 2014-10-01 | 23.0858965607287 |
| 2014-11-01 | 23.1078748345184 |
| 2014-12-01 | 23.1008996411515 |
| 2015-01-01 | 23.1448115367508 |
| 2015-02-01 | 23.2501773920767 |
| 2015-03-01 | 23.3269878677849 |
| 2015-04-01 | 23.2426847716914 |
| 2015-05-01 | 23.2621822333872 |
| 2015-06-01 | 23.2243396906325 |
| 2015-07-01 | 23.5144612106608 |
| 2015-08-01 | 23.4639906921846 |
| 2015-09-01 | 23.4440232382447 |
| 2015-10-01 | 23.5461231444076 |
| 2015-11-01 | 23.5639357642266 |
| 2015-12-01 | 23.5860081198001 |
| 2016-01-01 | 23.4510618326138 |
| 2016-02-01 | 23.3429483664298 |
| 2016-03-01 | 23.3512011975747 |
| 2016-04-01 | 23.4593038654640 |
| 2016-05-01 | 23.3438601027757 |
| 2016-06-01 | 23.3134405829703 |
| 2016-07-01 | 23.4135311906470 |
| 2016-08-01 | 23.3132425969587 |
| 2016-09-01 | 23.6592345662070 |
| 2016-10-01 | 23.4235728720062 |
| 2016-11-01 | 23.4511092281456 |
| 2016-12-01 | 23.4788489984571 |
| 2017-01-01 | 23.4413305512935 |
| 2017-02-01 | 23.4331233188062 |
| 2017-03-01 | 23.4627274099795 |
| 2017-04-01 | 23.4782112376991 |
| 2017-05-01 | 23.5128997886775 |
| 2017-06-01 | 23.5885627740629 |
| 2017-07-01 | 23.7194202162180 |
| 2017-08-01 | 23.9785634487308 |
| 2017-09-01 | 23.9816347455421 |
| 2017-10-01 | 23.8967432535300 |
| 2017-11-01 | 24.0513143301089 |
| 2017-12-01 | 23.9646596591551 |
| 2018-01-01 | 24.1233185356078 |
| 2018-02-01 | 24.1174648986885 |
| 2018-03-01 | 24.0616787687386 |
| 2018-04-01 | 24.1089918966194 |
| 2018-05-01 | 24.0910702112076 |
| 2018-06-01 | 23.9690998193623 |
| 2018-07-01 | 23.7359958600532 |
| 2018-08-01 | 23.6277859925407 |
| 2018-09-01 | 23.4879882263401 |
| 2018-10-01 | 23.6861328502628 |
| 2018-11-01 | 23.6552266991503 |
| 2018-12-01 | 23.4543816242125 |
| 2019-01-01 | 23.8002226094889 |
| 2019-02-01 | 24.1059442416795 |
| 2019-03-01 | 24.0359829265790 |
| 2019-04-01 | 24.1293068960874 |
| 2019-05-01 | 24.2825463636111 |
| 2019-06-01 | 24.2572603800675 |
| 2019-07-01 | 24.2587515977740 |
| 2019-08-01 | 24.4875672414908 |
| 2019-09-01 | 24.2964748458289 |
| 2019-10-01 | 24.0768098607968 |
| 2019-11-01 | 23.9670972386800 |
| 2019-12-01 | 24.0303377185652 |
| 2020-01-01 | 24.0782785528778 |
| 2020-02-01 | 23.8809036898089 |
| 2020-03-01 | 24.0776798748213 |
| 2020-04-01 | 20.5412866197994 |
| 2020-05-01 | 20.7840554094909 |
| 2020-06-01 | 21.0909022124768 |
| 2020-07-01 | 21.1946551152883 |
| 2020-08-01 | 21.2475113918774 |
| 2020-09-01 | 21.2790515793747 |
| 2020-10-01 | 21.6831785122895 |
| 2020-11-01 | 21.6736939457057 |
| 2020-12-01 | 21.7951177549195 |
| 2021-01-01 | 21.1590428810764 |
| 2021-02-01 | 21.3786420178512 |
| 2021-03-01 | 21.1051235802620 |
| 2021-04-01 | 21.1126134563595 |
| 2021-05-01 | 21.0764958410263 |
| 2021-06-01 | 21.2429563526447 |
| 2021-07-01 | 21.3455113692270 |
| 2021-08-01 | 21.5304888275888 |
| 2021-09-01 | 21.5642362664135 |
| 2021-10-01 | 21.6855534029771 |
| 2021-11-01 | 21.8799654764806 |
| 2021-12-01 | 21.9536940302600 |
| 2022-01-01 | 22.1428409224497 |
| 2022-02-01 | 22.3721832309338 |
| 2022-03-01 | 22.7394912026391 |
| 2022-04-01 | 22.6558000099898 |
| 2022-05-01 | 22.6471998755713 |
| 2022-06-01 | 22.8068802727875 |
| 2022-07-01 | 22.9197466545732 |
| 2022-08-01 | 22.9110805108072 |
| 2022-09-01 | 22.9395329875657 |
| 2022-10-01 | 22.7985173835749 |
| 2022-11-01 | 22.7900139790719 |
| 2022-12-01 | 23.0291726753107 |
| 2023-01-01 | 23.0288555049474 |
| 2023-02-01 | 22.9729064141803 |
| 2023-03-01 | 22.9769943454164 |
| 2023-04-01 | 22.6823407337380 |
| 2023-05-01 | 22.9940692432527 |
| 2023-06-01 | 22.4478690223624 |
| 2023-07-01 | 22.2003123668218 |
| 2023-08-01 | 22.5942502106603 |
| 2023-09-01 | 23.0303374909837 |
| 2023-10-01 | 22.7098865824685 |
| 2023-11-01 | 22.9153767330163 |
| 2023-12-01 | 22.8105483488532 |
| 2024-01-01 | 22.7137787906345 |
| 2024-02-01 | 22.7606397199722 |
| 2024-03-01 | 22.8324026195789 |
| 2024-04-01 | 23.2216861656299 |
| 2024-05-01 | 23.6302463451780 |
| 2024-06-01 | 23.2779083093830 |
| 2024-07-01 | 23.3741444030259 |
| 2024-08-01 | 23.4603657106424 |
| 2024-09-01 | 23.7209102616920 |
| 2024-10-01 | 23.9193458125688 |
| 2024-11-01 | 23.9317059049537 |
| 2024-12-01 | 24.1025997235777 |
| 2025-01-01 | 24.2027881691295 |
| 2025-02-01 | 24.2620159859548 |
| 2025-03-01 | 24.3104388574068 |
| 2025-04-01 | 24.4764346403034 |
| 2025-05-01 | 24.4800011798794 |
| 2025-06-01 | 24.3809619613818 |
| 2025-07-01 | 23.9225257199644 |
| 2025-08-01 | 23.8073693298322 |
| 2025-09-01 | 24.1255566811836 |
| 2025-10-01 | 24.1158009518124 |
| 2025-11-01 | 24.0417975122063 |
| 2025-12-01 | 24.1006477934548 |
| 2026-01-01 | 24.1939161710064 |
| 2026-02-01 | 24.1587268790329 |
| 2026-03-01 | 24.2099129327678 |
| 2026-04-01 | 24.0527640882565 |