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 2026-08-01 |
| Last Updated | 2026-09-18 12:15 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 | 12.1963478388 |
| 1990-02-01 | 12.1527763143 |
| 1990-03-01 | 12.2338020520 |
| 1990-04-01 | 12.2956981217 |
| 1990-05-01 | 12.2790859706 |
| 1990-06-01 | 12.3727904943 |
| 1990-07-01 | 12.4287431699 |
| 1990-08-01 | 12.1684912752 |
| 1990-09-01 | 12.0820324026 |
| 1990-10-01 | 11.8783494442 |
| 1990-11-01 | 11.9964515788 |
| 1990-12-01 | 12.0994133374 |
| 1991-01-01 | 12.7056703113 |
| 1991-02-01 | 12.4598193003 |
| 1991-03-01 | 12.4493301359 |
| 1991-04-01 | 12.4919150634 |
| 1991-05-01 | 12.3796302006 |
| 1991-06-01 | 12.3750682455 |
| 1991-07-01 | 12.3326693279 |
| 1991-08-01 | 12.4534860707 |
| 1991-09-01 | 12.4579017419 |
| 1991-10-01 | 12.5783009105 |
| 1991-11-01 | 12.5937200055 |
| 1991-12-01 | 12.7841305859 |
| 1992-01-01 | 12.3350269055 |
| 1992-02-01 | 12.1711993878 |
| 1992-03-01 | 12.1815988371 |
| 1992-04-01 | 11.9776906688 |
| 1992-05-01 | 11.9715024888 |
| 1992-06-01 | 12.1784719869 |
| 1992-07-01 | 11.8508600397 |
| 1992-08-01 | 11.7414032804 |
| 1992-09-01 | 11.7196989489 |
| 1992-10-01 | 11.6696241601 |
| 1992-11-01 | 11.6786747166 |
| 1992-12-01 | 11.6713514449 |
| 1993-01-01 | 11.8591630585 |
| 1993-02-01 | 11.8945983747 |
| 1993-03-01 | 11.9236592842 |
| 1993-04-01 | 11.8711093375 |
| 1993-05-01 | 12.1782902352 |
| 1993-06-01 | 12.0765388598 |
| 1993-07-01 | 12.2548323467 |
| 1993-08-01 | 12.3202419630 |
| 1993-09-01 | 12.2707599787 |
| 1993-10-01 | 12.4552496616 |
| 1993-11-01 | 12.4753151128 |
| 1993-12-01 | 12.5756988693 |
| 1994-01-01 | 12.4665395285 |
| 1994-02-01 | 12.3226948661 |
| 1994-03-01 | 12.6756571860 |
| 1994-04-01 | 12.9743072737 |
| 1994-05-01 | 12.7825339348 |
| 1994-06-01 | 12.9792836132 |
| 1994-07-01 | 12.9404378854 |
| 1994-08-01 | 13.0925185189 |
| 1994-09-01 | 13.2236128186 |
| 1994-10-01 | 12.8329399440 |
| 1994-11-01 | 12.8720895950 |
| 1994-12-01 | 12.9874059622 |
| 1995-01-01 | 12.6610040989 |
| 1995-02-01 | 12.8616155534 |
| 1995-03-01 | 12.8340105569 |
| 1995-04-01 | 13.0852677258 |
| 1995-05-01 | 13.1323700360 |
| 1995-06-01 | 12.9760875615 |
| 1995-07-01 | 12.7835939271 |
| 1995-08-01 | 12.7397613993 |
| 1995-09-01 | 12.9643767174 |
| 1995-10-01 | 13.1153775081 |
| 1995-11-01 | 13.2910166182 |
| 1995-12-01 | 13.1876415185 |
| 1996-01-01 | 12.5675142695 |
| 1996-02-01 | 13.8105457761 |
| 1996-03-01 | 13.8946983808 |
| 1996-04-01 | 13.0979218862 |
| 1996-05-01 | 13.0850440676 |
| 1996-06-01 | 13.0839697399 |
| 1996-07-01 | 13.1126642579 |
| 1996-08-01 | 13.1836189904 |
| 1996-09-01 | 13.1246902099 |
| 1996-10-01 | 13.3854646519 |
| 1996-11-01 | 13.2867599320 |
| 1996-12-01 | 13.2669958507 |
| 1997-01-01 | 13.7784095959 |
| 1997-02-01 | 13.5650221866 |
| 1997-03-01 | 13.7397242276 |
| 1997-04-01 | 13.8502380374 |
| 1997-05-01 | 14.0683275905 |
| 1997-06-01 | 14.4016513833 |
| 1997-07-01 | 14.0205581047 |
| 1997-08-01 | 14.0055660138 |
| 1997-09-01 | 14.0900300945 |
| 1997-10-01 | 13.9639719864 |
| 1997-11-01 | 14.0718867375 |
| 1997-12-01 | 14.1354559842 |
| 1998-01-01 | 14.3908946010 |
| 1998-02-01 | 14.6179354445 |
| 1998-03-01 | 14.6576245300 |
| 1998-04-01 | 15.0297237729 |
| 1998-05-01 | 14.9393634238 |
| 1998-06-01 | 15.3279379251 |
| 1998-07-01 | 15.5446372856 |
| 1998-08-01 | 15.5363453402 |
| 1998-09-01 | 15.7738125940 |
| 1998-10-01 | 15.4580288765 |
| 1998-11-01 | 15.2319616962 |
| 1998-12-01 | 15.5017156872 |
| 1999-01-01 | 15.2032463522 |
| 1999-02-01 | 15.2363823132 |
| 1999-03-01 | 15.2396765276 |
| 1999-04-01 | 15.7154722838 |
| 1999-05-01 | 15.8266302037 |
| 1999-06-01 | 15.8594285697 |
| 1999-07-01 | 16.0880003597 |
| 1999-08-01 | 16.2935800537 |
| 1999-09-01 | 16.3592940704 |
| 1999-10-01 | 16.8608743353 |
| 1999-11-01 | 16.8941885677 |
| 1999-12-01 | 17.0563855088 |
| 2000-01-01 | 16.9140271600 |
| 2000-02-01 | 17.0355926795 |
| 2000-03-01 | 17.2120017848 |
| 2000-04-01 | 17.2749059825 |
| 2000-05-01 | 17.1864024415 |
| 2000-06-01 | 17.7747364771 |
| 2000-07-01 | 18.0872767036 |
| 2000-08-01 | 18.2976261404 |
| 2000-09-01 | 18.3653453787 |
| 2000-10-01 | 18.2399041765 |
| 2000-11-01 | 18.5597025625 |
| 2000-12-01 | 18.4304351116 |
| 2001-01-01 | 18.6117378004 |
| 2001-02-01 | 18.5024339988 |
| 2001-03-01 | 18.5739511525 |
| 2001-04-01 | 18.2272149724 |
| 2001-05-01 | 18.2338877985 |
| 2001-06-01 | 18.2767213165 |
| 2001-07-01 | 17.8172533940 |
| 2001-08-01 | 18.3178495136 |
| 2001-09-01 | 18.2774151754 |
| 2001-10-01 | 18.1975706896 |
| 2001-11-01 | 18.4437055065 |
| 2001-12-01 | 18.2186046086 |
| 2002-01-01 | 18.9017015257 |
| 2002-02-01 | 18.7723720692 |
| 2002-03-01 | 18.8478812143 |
| 2002-04-01 | 18.6606530756 |
| 2002-05-01 | 18.6647871493 |
| 2002-06-01 | 18.4500441154 |
| 2002-07-01 | 18.6756472232 |
| 2002-08-01 | 18.3559325549 |
| 2002-09-01 | 18.4715726247 |
| 2002-10-01 | 18.5298844430 |
| 2002-11-01 | 18.5424195243 |
| 2002-12-01 | 18.6089322444 |
| 2003-01-01 | 18.5184243443 |
| 2003-02-01 | 18.3526921073 |
| 2003-03-01 | 18.1512640869 |
| 2003-04-01 | 18.3761286197 |
| 2003-05-01 | 18.1836019183 |
| 2003-06-01 | 18.3031330453 |
| 2003-07-01 | 17.9224453590 |
| 2003-08-01 | 18.1923956598 |
| 2003-09-01 | 18.5575439991 |
| 2003-10-01 | 18.2628029468 |
| 2003-11-01 | 18.0479120060 |
| 2003-12-01 | 18.1708408486 |
| 2004-01-01 | 18.3517781693 |
| 2004-02-01 | 18.5722289445 |
| 2004-03-01 | 18.6990578217 |
| 2004-04-01 | 18.7705889602 |
| 2004-05-01 | 18.8868617158 |
| 2004-06-01 | 18.8430111397 |
| 2004-07-01 | 18.7541408050 |
| 2004-08-01 | 18.9207690217 |
| 2004-09-01 | 18.6371642602 |
| 2004-10-01 | 18.7004871778 |
| 2004-11-01 | 18.9575587276 |
| 2004-12-01 | 18.5246931016 |
| 2005-01-01 | 18.1046508363 |
| 2005-02-01 | 18.5122041903 |
| 2005-03-01 | 18.5635848151 |
| 2005-04-01 | 18.3564228562 |
| 2005-05-01 | 18.3550325096 |
| 2005-06-01 | 18.4985087246 |
| 2005-07-01 | 18.5661872450 |
| 2005-08-01 | 18.5239816205 |
| 2005-09-01 | 18.9280380752 |
| 2005-10-01 | 18.9879652209 |
| 2005-11-01 | 19.3594051133 |
| 2005-12-01 | 18.8904531163 |
| 2006-01-01 | 18.6287143262 |
| 2006-02-01 | 18.6593103405 |
| 2006-03-01 | 18.6099042603 |
| 2006-04-01 | 18.6417353532 |
| 2006-05-01 | 18.7038824779 |
| 2006-06-01 | 18.9742000400 |
| 2006-07-01 | 18.8645514552 |
| 2006-08-01 | 19.0431643732 |
| 2006-09-01 | 19.0300978146 |
| 2006-10-01 | 19.0988891080 |
| 2006-11-01 | 19.3634154073 |
| 2006-12-01 | 19.4871373875 |
| 2007-01-01 | 19.5314020735 |
| 2007-02-01 | 19.2803137645 |
| 2007-03-01 | 19.5253705086 |
| 2007-04-01 | 19.6100273357 |
| 2007-05-01 | 19.5392904293 |
| 2007-06-01 | 19.5706275439 |
| 2007-07-01 | 19.6646440399 |
| 2007-08-01 | 19.4715372847 |
| 2007-09-01 | 19.4627483923 |
| 2007-10-01 | 19.0353588050 |
| 2007-11-01 | 19.2626410360 |
| 2007-12-01 | 19.4154601327 |
| 2008-01-01 | 19.1921488260 |
| 2008-02-01 | 19.2730718530 |
| 2008-03-01 | 19.2182738883 |
| 2008-04-01 | 19.4743147934 |
| 2008-05-01 | 19.4823712465 |
| 2008-06-01 | 19.2748433455 |
| 2008-07-01 | 19.2741115436 |
| 2008-08-01 | 19.2969648212 |
| 2008-09-01 | 19.0943896790 |
| 2008-10-01 | 18.4807664288 |
| 2008-11-01 | 18.5744345405 |
| 2008-12-01 | 18.3745873193 |
| 2009-01-01 | 18.1555229765 |
| 2009-02-01 | 17.7344225561 |
| 2009-03-01 | 17.6926539412 |
| 2009-04-01 | 17.4285736369 |
| 2009-05-01 | 17.5295871576 |
| 2009-06-01 | 17.2889272380 |
| 2009-07-01 | 17.2980658555 |
| 2009-08-01 | 17.1998197547 |
| 2009-09-01 | 17.3272993272 |
| 2009-10-01 | 17.7345961500 |
| 2009-11-01 | 17.8735621046 |
| 2009-12-01 | 18.0356649936 |
| 2010-01-01 | 18.7221141499 |
| 2010-02-01 | 18.8018791062 |
| 2010-03-01 | 18.7630714270 |
| 2010-04-01 | 18.8010523596 |
| 2010-05-01 | 18.6889902023 |
| 2010-06-01 | 18.9012533811 |
| 2010-07-01 | 18.9160893372 |
| 2010-08-01 | 18.8987840317 |
| 2010-09-01 | 19.1467659145 |
| 2010-10-01 | 19.3802965927 |
| 2010-11-01 | 19.4507278770 |
| 2010-12-01 | 19.3764225692 |
| 2011-01-01 | 19.7225356825 |
| 2011-02-01 | 19.7774779915 |
| 2011-03-01 | 19.7605983956 |
| 2011-04-01 | 19.6734718653 |
| 2011-05-01 | 19.7736469937 |
| 2011-06-01 | 19.9012612883 |
| 2011-07-01 | 19.8207655220 |
| 2011-08-01 | 20.0917920985 |
| 2011-09-01 | 20.0635323339 |
| 2011-10-01 | 19.8103046226 |
| 2011-11-01 | 19.9006328370 |
| 2011-12-01 | 19.8890135713 |
| 2012-01-01 | 20.1411645164 |
| 2012-02-01 | 20.3775517809 |
| 2012-03-01 | 20.7854041866 |
| 2012-04-01 | 20.8647748555 |
| 2012-05-01 | 20.6726435558 |
| 2012-06-01 | 20.6026067058 |
| 2012-07-01 | 20.7022332923 |
| 2012-08-01 | 20.6780668677 |
| 2012-09-01 | 20.6748409356 |
| 2012-10-01 | 20.6243632588 |
| 2012-11-01 | 20.6390416666 |
| 2012-12-01 | 20.7702705933 |
| 2013-01-01 | 20.6847643591 |
| 2013-02-01 | 20.5956365452 |
| 2013-03-01 | 20.7348561525 |
| 2013-04-01 | 20.8473511383 |
| 2013-05-01 | 20.9741042101 |
| 2013-06-01 | 21.0142119958 |
| 2013-07-01 | 21.0676678843 |
| 2013-08-01 | 21.3862363092 |
| 2013-09-01 | 21.2904158322 |
| 2013-10-01 | 21.3098852541 |
| 2013-11-01 | 21.5716096357 |
| 2013-12-01 | 21.6302015814 |
| 2014-01-01 | 21.4223254777 |
| 2014-02-01 | 21.9316389236 |
| 2014-03-01 | 21.9843622396 |
| 2014-04-01 | 22.2462121614 |
| 2014-05-01 | 22.3698095282 |
| 2014-06-01 | 22.6268915520 |
| 2014-07-01 | 22.7352787449 |
| 2014-08-01 | 22.8087805385 |
| 2014-09-01 | 22.9119433529 |
| 2014-10-01 | 23.0857736385 |
| 2014-11-01 | 23.1077421412 |
| 2014-12-01 | 23.1007710196 |
| 2015-01-01 | 23.1446504622 |
| 2015-02-01 | 23.2513776216 |
| 2015-03-01 | 23.3269048225 |
| 2015-04-01 | 23.2426415233 |
| 2015-05-01 | 23.2621726197 |
| 2015-06-01 | 23.2242732278 |
| 2015-07-01 | 23.5148303866 |
| 2015-08-01 | 23.4632127647 |
| 2015-09-01 | 23.4439000832 |
| 2015-10-01 | 23.5460052044 |
| 2015-11-01 | 23.5637466073 |
| 2015-12-01 | 23.5860318268 |
| 2016-01-01 | 23.4507855242 |
| 2016-02-01 | 23.3440464655 |
| 2016-03-01 | 23.3511108224 |
| 2016-04-01 | 23.4593334042 |
| 2016-05-01 | 23.3440029780 |
| 2016-06-01 | 23.3135885620 |
| 2016-07-01 | 23.4141520768 |
| 2016-08-01 | 23.3119707608 |
| 2016-09-01 | 23.6592242418 |
| 2016-10-01 | 23.4235633031 |
| 2016-11-01 | 23.4508674316 |
| 2016-12-01 | 23.4789117646 |
| 2017-01-01 | 23.4406819955 |
| 2017-02-01 | 23.4340067188 |
| 2017-03-01 | 23.4619096970 |
| 2017-04-01 | 23.4788625686 |
| 2017-05-01 | 23.5135135194 |
| 2017-06-01 | 23.5890815290 |
| 2017-07-01 | 23.7201889884 |
| 2017-08-01 | 23.9771476371 |
| 2017-09-01 | 23.9816947250 |
| 2017-10-01 | 23.8967635826 |
| 2017-11-01 | 24.0510919145 |
| 2017-12-01 | 23.9646925620 |
| 2018-01-01 | 24.1217985994 |
| 2018-02-01 | 24.1179295118 |
| 2018-03-01 | 24.0603183409 |
| 2018-04-01 | 24.1104061462 |
| 2018-05-01 | 24.0922567670 |
| 2018-06-01 | 23.9700666283 |
| 2018-07-01 | 23.7369549478 |
| 2018-08-01 | 23.6262202833 |
| 2018-09-01 | 23.4881811334 |
| 2018-10-01 | 23.6861591360 |
| 2018-11-01 | 23.6550092418 |
| 2018-12-01 | 23.4541287399 |
| 2019-01-01 | 23.7978505362 |
| 2019-02-01 | 24.1060128076 |
| 2019-03-01 | 24.0343241315 |
| 2019-04-01 | 24.1314884298 |
| 2019-05-01 | 24.2842621427 |
| 2019-06-01 | 24.2585515045 |
| 2019-07-01 | 24.2596910453 |
| 2019-08-01 | 24.4863355867 |
| 2019-09-01 | 24.2965252755 |
| 2019-10-01 | 24.0766200358 |
| 2019-11-01 | 23.9667673592 |
| 2019-12-01 | 24.0298143062 |
| 2020-01-01 | 24.0752689929 |
| 2020-02-01 | 23.8807072873 |
| 2020-03-01 | 24.0765357546 |
| 2020-04-01 | 20.5438684725 |
| 2020-05-01 | 20.7864530434 |
| 2020-06-01 | 21.0922619576 |
| 2020-07-01 | 21.1950714284 |
| 2020-08-01 | 21.2469140356 |
| 2020-09-01 | 21.2783560777 |
| 2020-10-01 | 21.6829107710 |
| 2020-11-01 | 21.6730723375 |
| 2020-12-01 | 21.7939538140 |
| 2021-01-01 | 21.1557767477 |
| 2021-02-01 | 21.3784506589 |
| 2021-03-01 | 21.1044714184 |
| 2021-04-01 | 21.1159721577 |
| 2021-05-01 | 21.0811743837 |
| 2021-06-01 | 21.2440072643 |
| 2021-07-01 | 21.3448373417 |
| 2021-08-01 | 21.5302829225 |
| 2021-09-01 | 21.5622085979 |
| 2021-10-01 | 21.6846560575 |
| 2021-11-01 | 21.8785502708 |
| 2021-12-01 | 21.9514930947 |
| 2022-01-01 | 22.1392494258 |
| 2022-02-01 | 22.3723130730 |
| 2022-03-01 | 22.7406439550 |
| 2022-04-01 | 22.6606169621 |
| 2022-05-01 | 22.6552990059 |
| 2022-06-01 | 22.8083843823 |
| 2022-07-01 | 22.9172783438 |
| 2022-08-01 | 22.9089520116 |
| 2022-09-01 | 22.9362731257 |
| 2022-10-01 | 22.7972208416 |
| 2022-11-01 | 22.7875495196 |
| 2022-12-01 | 23.0253399609 |
| 2023-01-01 | 23.0242677511 |
| 2023-02-01 | 22.9711862454 |
| 2023-03-01 | 22.9770623923 |
| 2023-04-01 | 22.6921498672 |
| 2023-05-01 | 23.0188700504 |
| 2023-06-01 | 22.4480308781 |
| 2023-07-01 | 22.1921977239 |
| 2023-08-01 | 22.5818153994 |
| 2023-09-01 | 23.0248242486 |
| 2023-10-01 | 22.7104169095 |
| 2023-11-01 | 22.9158115987 |
| 2023-12-01 | 22.8086553902 |
| 2024-01-01 | 22.7042157790 |
| 2024-02-01 | 22.7537546248 |
| 2024-03-01 | 22.8295458310 |
| 2024-04-01 | 23.2427855824 |
| 2024-05-01 | 23.6743715893 |
| 2024-06-01 | 23.2738651948 |
| 2024-07-01 | 23.3607238751 |
| 2024-08-01 | 23.4318051345 |
| 2024-09-01 | 23.7134226764 |
| 2024-10-01 | 23.9233101265 |
| 2024-11-01 | 23.9371136171 |
| 2024-12-01 | 24.1042679733 |
| 2025-01-01 | 24.1874967098 |
| 2025-02-01 | 24.2486769134 |
| 2025-03-01 | 24.3023079390 |
| 2025-04-01 | 24.5111083030 |
| 2025-05-01 | 24.5453962851 |
| 2025-06-01 | 24.3689975975 |
| 2025-07-01 | 23.9055859279 |
| 2025-08-01 | 23.7615193099 |
| 2025-09-01 | 24.1162212357 |
| 2025-10-01 | 24.1236599880 |
| 2025-11-01 | 24.0537047948 |
| 2025-12-01 | 24.1075305636 |
| 2026-01-01 | 24.1725824417 |
| 2026-02-01 | 24.1401252483 |
| 2026-03-01 | 24.1987265556 |
| 2026-04-01 | 24.0002406318 |
| 2026-05-01 | 24.0273308977 |
| 2026-06-01 | 24.2574576857 |
| 2026-07-01 | 24.3336247800 |
| 2026-08-01 | 24.4682995486 |