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 2025-11-01 |
| Last Updated | 2026-01-07 9:41 PM CST |
| 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 | 12.1963457785151 |
| 1990-02-01 | 12.1527627786836 |
| 1990-03-01 | 12.2337887653119 |
| 1990-04-01 | 12.2956868065072 |
| 1990-05-01 | 12.2790761713512 |
| 1990-06-01 | 12.3727435891852 |
| 1990-07-01 | 12.4287230387900 |
| 1990-08-01 | 12.1684667228203 |
| 1990-09-01 | 12.0820103244239 |
| 1990-10-01 | 11.8783249124038 |
| 1990-11-01 | 11.9964701426247 |
| 1990-12-01 | 12.0995581684968 |
| 1991-01-01 | 12.7057017544213 |
| 1991-02-01 | 12.4597862914762 |
| 1991-03-01 | 12.4493518050288 |
| 1991-04-01 | 12.4919211738917 |
| 1991-05-01 | 12.3796265506218 |
| 1991-06-01 | 12.3750136252183 |
| 1991-07-01 | 12.3326157212808 |
| 1991-08-01 | 12.4534130873071 |
| 1991-09-01 | 12.4578520678494 |
| 1991-10-01 | 12.5782485450067 |
| 1991-11-01 | 12.5937436528224 |
| 1991-12-01 | 12.7843060226252 |
| 1992-01-01 | 12.3351404205385 |
| 1992-02-01 | 12.1711952927666 |
| 1992-03-01 | 12.1816897269477 |
| 1992-04-01 | 11.9777288598644 |
| 1992-05-01 | 11.9714663652659 |
| 1992-06-01 | 12.1784043181504 |
| 1992-07-01 | 11.8507513263706 |
| 1992-08-01 | 11.7412417458189 |
| 1992-09-01 | 11.7195567445243 |
| 1992-10-01 | 11.6694451883808 |
| 1992-11-01 | 11.6785477673375 |
| 1992-12-01 | 11.6715212096661 |
| 1993-01-01 | 11.8599115103602 |
| 1993-02-01 | 11.8946844732151 |
| 1993-03-01 | 11.9238284132815 |
| 1993-04-01 | 11.8710403481077 |
| 1993-05-01 | 12.1781339190452 |
| 1993-06-01 | 12.0764030466510 |
| 1993-07-01 | 12.2546395694395 |
| 1993-08-01 | 12.3199734123828 |
| 1993-09-01 | 12.2705080281915 |
| 1993-10-01 | 12.4549137657024 |
| 1993-11-01 | 12.4749891933766 |
| 1993-12-01 | 12.5757820899353 |
| 1994-01-01 | 12.4683446178667 |
| 1994-02-01 | 12.3228520144348 |
| 1994-03-01 | 12.6758368585973 |
| 1994-04-01 | 12.9740833065976 |
| 1994-05-01 | 12.7822171839497 |
| 1994-06-01 | 12.9790499972234 |
| 1994-07-01 | 12.9401488515061 |
| 1994-08-01 | 13.0921534711825 |
| 1994-09-01 | 13.2232462762395 |
| 1994-10-01 | 12.8324635758780 |
| 1994-11-01 | 12.8715783780311 |
| 1994-12-01 | 12.9874154590512 |
| 1995-01-01 | 12.6638577410619 |
| 1995-02-01 | 12.8618259237661 |
| 1995-03-01 | 12.8341775723696 |
| 1995-04-01 | 13.0848636930626 |
| 1995-05-01 | 13.1319063511128 |
| 1995-06-01 | 12.9757406417352 |
| 1995-07-01 | 12.7832311158624 |
| 1995-08-01 | 12.7393633346415 |
| 1995-09-01 | 12.9638737448856 |
| 1995-10-01 | 13.1148940817509 |
| 1995-11-01 | 13.2904963692828 |
| 1995-12-01 | 13.1876138924037 |
| 1996-01-01 | 12.5708454525137 |
| 1996-02-01 | 13.8107789186640 |
| 1996-03-01 | 13.8948185710325 |
| 1996-04-01 | 13.0974577966162 |
| 1996-05-01 | 13.0845114923865 |
| 1996-06-01 | 13.0835705750950 |
| 1996-07-01 | 13.1122878936706 |
| 1996-08-01 | 13.1832566204683 |
| 1996-09-01 | 13.1240995249628 |
| 1996-10-01 | 13.3850143845919 |
| 1996-11-01 | 13.2862759405194 |
| 1996-12-01 | 13.2669748731537 |
| 1997-01-01 | 13.7817196472878 |
| 1997-02-01 | 13.5652746114164 |
| 1997-03-01 | 13.7398038624489 |
| 1997-04-01 | 13.8497377877131 |
| 1997-05-01 | 14.0677921223187 |
| 1997-06-01 | 14.4012481324088 |
| 1997-07-01 | 14.0202316355364 |
| 1997-08-01 | 14.0053060272411 |
| 1997-09-01 | 14.0894351096231 |
| 1997-10-01 | 13.9636595936692 |
| 1997-11-01 | 14.0715759677236 |
| 1997-12-01 | 14.1354421531508 |
| 1998-01-01 | 14.3935872508984 |
| 1998-02-01 | 14.6181141897889 |
| 1998-03-01 | 14.6576410072978 |
| 1998-04-01 | 15.0293331739692 |
| 1998-05-01 | 14.9389342828773 |
| 1998-06-01 | 15.3276040454943 |
| 1998-07-01 | 15.5443930705297 |
| 1998-08-01 | 15.5361943589881 |
| 1998-09-01 | 15.7733301994032 |
| 1998-10-01 | 15.4578592010137 |
| 1998-11-01 | 15.2318534963817 |
| 1998-12-01 | 15.5017543270293 |
| 1999-01-01 | 15.2048933297106 |
| 1999-02-01 | 15.2365009104438 |
| 1999-03-01 | 15.2396926388882 |
| 1999-04-01 | 15.7152446981590 |
| 1999-05-01 | 15.8263536861570 |
| 1999-06-01 | 15.8592043811319 |
| 1999-07-01 | 16.0878506582632 |
| 1999-08-01 | 16.2935236897201 |
| 1999-09-01 | 16.3589231718174 |
| 1999-10-01 | 16.8608469237663 |
| 1999-11-01 | 16.8942656495430 |
| 1999-12-01 | 17.0564694443030 |
| 2000-01-01 | 16.9146316905828 |
| 2000-02-01 | 17.0356633618022 |
| 2000-03-01 | 17.2120332767876 |
| 2000-04-01 | 17.2748582024385 |
| 2000-05-01 | 17.1862714566953 |
| 2000-06-01 | 17.7746345420187 |
| 2000-07-01 | 18.0872043989612 |
| 2000-08-01 | 18.2976149342358 |
| 2000-09-01 | 18.3651245021557 |
| 2000-10-01 | 18.2398927465773 |
| 2000-11-01 | 18.5597861663304 |
| 2000-12-01 | 18.4305085570237 |
| 2001-01-01 | 18.6118402439669 |
| 2001-02-01 | 18.5025084866816 |
| 2001-03-01 | 18.5740004447235 |
| 2001-04-01 | 18.2272140075522 |
| 2001-05-01 | 18.2338222640681 |
| 2001-06-01 | 18.2766936148004 |
| 2001-07-01 | 17.8172292864900 |
| 2001-08-01 | 18.3178543356840 |
| 2001-09-01 | 18.2773128926818 |
| 2001-10-01 | 18.1975554727511 |
| 2001-11-01 | 18.4437414347212 |
| 2001-12-01 | 18.2186169349015 |
| 2002-01-01 | 18.9017430941666 |
| 2002-02-01 | 18.7723999928146 |
| 2002-03-01 | 18.8479037583558 |
| 2002-04-01 | 18.6606580389055 |
| 2002-05-01 | 18.6647588593140 |
| 2002-06-01 | 18.4500404194965 |
| 2002-07-01 | 18.6756332259745 |
| 2002-08-01 | 18.3559294053339 |
| 2002-09-01 | 18.4715719956648 |
| 2002-10-01 | 18.5298640212741 |
| 2002-11-01 | 18.5424260343087 |
| 2002-12-01 | 18.6089179142993 |
| 2003-01-01 | 18.5184445071548 |
| 2003-02-01 | 18.3527037747475 |
| 2003-03-01 | 18.1512734390857 |
| 2003-04-01 | 18.3761342073011 |
| 2003-05-01 | 18.1835910218576 |
| 2003-06-01 | 18.3031339851440 |
| 2003-07-01 | 17.9224379705087 |
| 2003-08-01 | 18.1923945257331 |
| 2003-09-01 | 18.5575436164072 |
| 2003-10-01 | 18.2628029784644 |
| 2003-11-01 | 18.0479137058292 |
| 2003-12-01 | 18.1708274031179 |
| 2004-01-01 | 18.3517875806807 |
| 2004-02-01 | 18.5722327177240 |
| 2004-03-01 | 18.6990604350331 |
| 2004-04-01 | 18.7705899851577 |
| 2004-05-01 | 18.8868617021519 |
| 2004-06-01 | 18.8430105362564 |
| 2004-07-01 | 18.7541363089781 |
| 2004-08-01 | 18.9207691347377 |
| 2004-09-01 | 18.6371654830648 |
| 2004-10-01 | 18.7004880826391 |
| 2004-11-01 | 18.9575601762611 |
| 2004-12-01 | 18.5246859774853 |
| 2005-01-01 | 18.1046546329028 |
| 2005-02-01 | 18.5122049468766 |
| 2005-03-01 | 18.5635854756543 |
| 2005-04-01 | 18.3564232998514 |
| 2005-05-01 | 18.3550327175840 |
| 2005-06-01 | 18.4985085617630 |
| 2005-07-01 | 18.5661862022363 |
| 2005-08-01 | 18.5239814834621 |
| 2005-09-01 | 18.9280383612267 |
| 2005-10-01 | 18.9879650851618 |
| 2005-11-01 | 19.3594054114025 |
| 2005-12-01 | 18.8904528434515 |
| 2006-01-01 | 18.6287143792285 |
| 2006-02-01 | 18.6593102559531 |
| 2006-03-01 | 18.6099043653856 |
| 2006-04-01 | 18.6417355564672 |
| 2006-05-01 | 18.7038826435117 |
| 2006-06-01 | 18.9742000867065 |
| 2006-07-01 | 18.8645510318933 |
| 2006-08-01 | 19.0431642848633 |
| 2006-09-01 | 19.0300978987822 |
| 2006-10-01 | 19.0988889997183 |
| 2006-11-01 | 19.3634156991847 |
| 2006-12-01 | 19.4871373244332 |
| 2007-01-01 | 19.5314022044446 |
| 2007-02-01 | 19.2803136356306 |
| 2007-03-01 | 19.5253705285423 |
| 2007-04-01 | 19.6100273705272 |
| 2007-05-01 | 19.5392904428786 |
| 2007-06-01 | 19.5706275024620 |
| 2007-07-01 | 19.6646439473501 |
| 2007-08-01 | 19.4715372182871 |
| 2007-09-01 | 19.4627482972278 |
| 2007-10-01 | 19.0353587338084 |
| 2007-11-01 | 19.2626412166174 |
| 2007-12-01 | 19.4154603235417 |
| 2008-01-01 | 19.1921489530779 |
| 2008-02-01 | 19.2730717002741 |
| 2008-03-01 | 19.2182739432659 |
| 2008-04-01 | 19.4743148334726 |
| 2008-05-01 | 19.4823712641772 |
| 2008-06-01 | 19.2748433043137 |
| 2008-07-01 | 19.2741114413318 |
| 2008-08-01 | 19.2969647422792 |
| 2008-09-01 | 19.0943894895247 |
| 2008-10-01 | 18.4807661347794 |
| 2008-11-01 | 18.5744344252543 |
| 2008-12-01 | 18.3745880936655 |
| 2009-01-01 | 18.1555229901414 |
| 2009-02-01 | 17.7344223199864 |
| 2009-03-01 | 17.6926543434245 |
| 2009-04-01 | 17.4285739379866 |
| 2009-05-01 | 17.5295871498972 |
| 2009-06-01 | 17.2889271245198 |
| 2009-07-01 | 17.2980656242872 |
| 2009-08-01 | 17.1998194389460 |
| 2009-09-01 | 17.3272987314118 |
| 2009-10-01 | 17.7345953320194 |
| 2009-11-01 | 17.8735615515849 |
| 2009-12-01 | 18.0356662152840 |
| 2010-01-01 | 18.7221141984368 |
| 2010-02-01 | 18.8018813511938 |
| 2010-03-01 | 18.7630723306124 |
| 2010-04-01 | 18.8010529093275 |
| 2010-05-01 | 18.6889898521226 |
| 2010-06-01 | 18.9012524349000 |
| 2010-07-01 | 18.9160878195921 |
| 2010-08-01 | 18.8987823192133 |
| 2010-09-01 | 19.1467636020524 |
| 2010-10-01 | 19.3802945449715 |
| 2010-11-01 | 19.4507272264053 |
| 2010-12-01 | 19.3764256158460 |
| 2011-01-01 | 19.7225377289167 |
| 2011-02-01 | 19.7774854321629 |
| 2011-03-01 | 19.7606018417745 |
| 2011-04-01 | 19.6734733401628 |
| 2011-05-01 | 19.7736454106541 |
| 2011-06-01 | 19.9012572656081 |
| 2011-07-01 | 19.8207598195827 |
| 2011-08-01 | 20.0917859139511 |
| 2011-09-01 | 20.0635257835150 |
| 2011-10-01 | 19.8103000012615 |
| 2011-11-01 | 19.9006320720808 |
| 2011-12-01 | 19.8890201660033 |
| 2012-01-01 | 20.1411727777954 |
| 2012-02-01 | 20.3775694456556 |
| 2012-03-01 | 20.7854155559995 |
| 2012-04-01 | 20.8647836726157 |
| 2012-05-01 | 20.6726484181255 |
| 2012-06-01 | 20.6025715645744 |
| 2012-07-01 | 20.7022249284380 |
| 2012-08-01 | 20.6780594856768 |
| 2012-09-01 | 20.6748277192068 |
| 2012-10-01 | 20.6243476721523 |
| 2012-11-01 | 20.6390255427587 |
| 2012-12-01 | 20.7702881303643 |
| 2013-01-01 | 20.6847566415128 |
| 2013-02-01 | 20.5957218160236 |
| 2013-03-01 | 20.7348729831229 |
| 2013-04-01 | 20.8473780712646 |
| 2013-05-01 | 20.9741299817705 |
| 2013-06-01 | 21.0141529713117 |
| 2013-07-01 | 21.0676490594234 |
| 2013-08-01 | 21.3862062525695 |
| 2013-09-01 | 21.2903505430943 |
| 2013-10-01 | 21.3098350705462 |
| 2013-11-01 | 21.5715664762851 |
| 2013-12-01 | 21.6302337421020 |
| 2014-01-01 | 21.4223206585528 |
| 2014-02-01 | 21.9318186642993 |
| 2014-03-01 | 21.9844195080699 |
| 2014-04-01 | 22.2462943828414 |
| 2014-05-01 | 22.3698861433967 |
| 2014-06-01 | 22.6268154263933 |
| 2014-07-01 | 22.7352259168271 |
| 2014-08-01 | 22.8086617119910 |
| 2014-09-01 | 22.9117682016041 |
| 2014-10-01 | 23.0856449346878 |
| 2014-11-01 | 23.1076591916547 |
| 2014-12-01 | 23.1008354448715 |
| 2015-01-01 | 23.1446816993516 |
| 2015-02-01 | 23.2516740497658 |
| 2015-03-01 | 23.3270434362005 |
| 2015-04-01 | 23.2428354028157 |
| 2015-05-01 | 23.2623497895299 |
| 2015-06-01 | 23.2242964348948 |
| 2015-07-01 | 23.5148842297526 |
| 2015-08-01 | 23.4631985333090 |
| 2015-09-01 | 23.4422887746624 |
| 2015-10-01 | 23.5460220672916 |
| 2015-11-01 | 23.5638101097319 |
| 2015-12-01 | 23.5864652059209 |
| 2016-01-01 | 23.4509361940690 |
| 2016-02-01 | 23.3446903839207 |
| 2016-03-01 | 23.3513301323961 |
| 2016-04-01 | 23.4595807768381 |
| 2016-05-01 | 23.3441903270720 |
| 2016-06-01 | 23.3135798868452 |
| 2016-07-01 | 23.4141382803035 |
| 2016-08-01 | 23.3120832811218 |
| 2016-09-01 | 23.6560629553789 |
| 2016-10-01 | 23.4236946139246 |
| 2016-11-01 | 23.4511764044759 |
| 2016-12-01 | 23.4798989837637 |
| 2017-01-01 | 23.4411741392215 |
| 2017-02-01 | 23.4349776638155 |
| 2017-03-01 | 23.4624910217740 |
| 2017-04-01 | 23.4787828900613 |
| 2017-05-01 | 23.5134058530496 |
| 2017-06-01 | 23.5894315161434 |
| 2017-07-01 | 23.7200537194760 |
| 2017-08-01 | 23.9773895861709 |
| 2017-09-01 | 23.9757567296157 |
| 2017-10-01 | 23.8978901613983 |
| 2017-11-01 | 24.0513023228418 |
| 2017-12-01 | 23.9664697111235 |
| 2018-01-01 | 24.1242775643905 |
| 2018-02-01 | 24.1186382695261 |
| 2018-03-01 | 24.0608097608051 |
| 2018-04-01 | 24.1096561535685 |
| 2018-05-01 | 24.0916453977130 |
| 2018-06-01 | 23.9705970958671 |
| 2018-07-01 | 23.7365363821610 |
| 2018-08-01 | 23.6263739740717 |
| 2018-09-01 | 23.4807927651403 |
| 2018-10-01 | 23.6880605503699 |
| 2018-11-01 | 23.6549525645263 |
| 2018-12-01 | 23.4565225495935 |
| 2019-01-01 | 23.8027425141940 |
| 2019-02-01 | 24.1070215936533 |
| 2019-03-01 | 24.0327641261572 |
| 2019-04-01 | 24.1310518010907 |
| 2019-05-01 | 24.2837809335527 |
| 2019-06-01 | 24.2594640684592 |
| 2019-07-01 | 24.2588161410006 |
| 2019-08-01 | 24.4858260057285 |
| 2019-09-01 | 24.2871693452280 |
| 2019-10-01 | 24.0787252896598 |
| 2019-11-01 | 23.9659085250685 |
| 2019-12-01 | 24.0325141833440 |
| 2020-01-01 | 24.0829145611961 |
| 2020-02-01 | 23.8833751183123 |
| 2020-03-01 | 24.0742009718793 |
| 2020-04-01 | 20.5452772994392 |
| 2020-05-01 | 20.7894951672796 |
| 2020-06-01 | 21.0926865510743 |
| 2020-07-01 | 21.1872402899479 |
| 2020-08-01 | 21.2429276024466 |
| 2020-09-01 | 21.2697759838666 |
| 2020-10-01 | 21.6827371912825 |
| 2020-11-01 | 21.6713861130675 |
| 2020-12-01 | 21.7974830225251 |
| 2021-01-01 | 21.1661431992189 |
| 2021-02-01 | 21.3848659977186 |
| 2021-03-01 | 21.1031338693581 |
| 2021-04-01 | 21.1302266008838 |
| 2021-05-01 | 21.0896475279998 |
| 2021-06-01 | 21.2407492123198 |
| 2021-07-01 | 21.3256435124116 |
| 2021-08-01 | 21.5062502231059 |
| 2021-09-01 | 21.5511787469282 |
| 2021-10-01 | 21.6894095730535 |
| 2021-11-01 | 21.8731862580841 |
| 2021-12-01 | 21.9561001308358 |
| 2022-01-01 | 22.1625471482371 |
| 2022-02-01 | 22.3828449423704 |
| 2022-03-01 | 22.7400551455396 |
| 2022-04-01 | 22.7032308412540 |
| 2022-05-01 | 22.6776581166929 |
| 2022-06-01 | 22.7965745472252 |
| 2022-07-01 | 22.8668886781659 |
| 2022-08-01 | 22.8435437364767 |
| 2022-09-01 | 22.9267499918471 |
| 2022-10-01 | 22.8105023855314 |
| 2022-11-01 | 22.7795968578711 |
| 2022-12-01 | 23.0366017599533 |
| 2023-01-01 | 23.0715220067031 |
| 2023-02-01 | 22.9889883544130 |
| 2023-03-01 | 22.9886900438805 |
| 2023-04-01 | 22.7610274423294 |
| 2023-05-01 | 23.0411207675677 |
| 2023-06-01 | 22.4268937283179 |
| 2023-07-01 | 22.1093405966001 |
| 2023-08-01 | 22.4698347532014 |
| 2023-09-01 | 23.0160253886961 |
| 2023-10-01 | 22.7340697680634 |
| 2023-11-01 | 22.9023148115570 |
| 2023-12-01 | 22.8219356322023 |
| 2024-01-01 | 22.7833513605711 |
| 2024-02-01 | 22.7842864279831 |
| 2024-03-01 | 22.8592009209658 |
| 2024-04-01 | 23.3297343622933 |
| 2024-05-01 | 23.6946674538234 |
| 2024-06-01 | 23.2468226346844 |
| 2024-07-01 | 23.1388313834480 |
| 2024-08-01 | 23.1816450831451 |
| 2024-09-01 | 23.6090437060942 |
| 2024-10-01 | 23.6531004435877 |
| 2024-11-01 | 23.7195461091211 |
| 2024-12-01 | 23.8187272265646 |
| 2025-01-01 | 23.7936951057054 |
| 2025-02-01 | 23.8919130802953 |
| 2025-03-01 | 23.9534749795263 |
| 2025-04-01 | 23.9069101452615 |
| 2025-05-01 | 23.9529935620833 |
| 2025-06-01 | 23.9415931027048 |
| 2025-07-01 | 23.8594985518868 |
| 2025-08-01 | 23.7855274705879 |
| 2025-09-01 | 23.5120324700316 |
| 2025-10-01 | 23.4599414164382 |
| 2025-11-01 | 23.3298839773683 |