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 2026-09-01 |
| Last Updated | 2026-10-20 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 | 12.1963476403 |
| 1990-02-01 | 12.1527753161 |
| 1990-03-01 | 12.2338010875 |
| 1990-04-01 | 12.2956972684 |
| 1990-05-01 | 12.2790851393 |
| 1990-06-01 | 12.3727867053 |
| 1990-07-01 | 12.4287411805 |
| 1990-08-01 | 12.1684889731 |
| 1990-09-01 | 12.0820305448 |
| 1990-10-01 | 11.8783478268 |
| 1990-11-01 | 11.9964534977 |
| 1990-12-01 | 12.0994247957 |
| 1991-01-01 | 12.7056729999 |
| 1991-02-01 | 12.4598169520 |
| 1991-03-01 | 12.4493319417 |
| 1991-04-01 | 12.4919156121 |
| 1991-05-01 | 12.3796296435 |
| 1991-06-01 | 12.3750634523 |
| 1991-07-01 | 12.3326642548 |
| 1991-08-01 | 12.4534796210 |
| 1991-09-01 | 12.4578977070 |
| 1991-10-01 | 12.5782974260 |
| 1991-11-01 | 12.5937229070 |
| 1991-12-01 | 12.7841451141 |
| 1992-01-01 | 12.3350365567 |
| 1992-02-01 | 12.1711994687 |
| 1992-03-01 | 12.1816058658 |
| 1992-04-01 | 11.9776934998 |
| 1992-05-01 | 11.9714993891 |
| 1992-06-01 | 12.1784655014 |
| 1992-07-01 | 11.8508496964 |
| 1992-08-01 | 11.7413889304 |
| 1992-09-01 | 11.7196865612 |
| 1992-10-01 | 11.6696091520 |
| 1992-11-01 | 11.6786639025 |
| 1992-12-01 | 11.6713820611 |
| 1993-01-01 | 11.8592170216 |
| 1993-02-01 | 11.8946028888 |
| 1993-03-01 | 11.9236706899 |
| 1993-04-01 | 11.8711034341 |
| 1993-05-01 | 12.1782775412 |
| 1993-06-01 | 12.0765264572 |
| 1993-07-01 | 12.2548147614 |
| 1993-08-01 | 12.3202184125 |
| 1993-09-01 | 12.2707380743 |
| 1993-10-01 | 12.4552211582 |
| 1993-11-01 | 12.4752874276 |
| 1993-12-01 | 12.5757400494 |
| 1994-01-01 | 12.4666687429 |
| 1994-02-01 | 12.3227026563 |
| 1994-03-01 | 12.6756677685 |
| 1994-04-01 | 12.9742886939 |
| 1994-05-01 | 12.7825084363 |
| 1994-06-01 | 12.9792631383 |
| 1994-07-01 | 12.9404123592 |
| 1994-08-01 | 13.0924868237 |
| 1994-09-01 | 13.2235811475 |
| 1994-10-01 | 12.8328992396 |
| 1994-11-01 | 12.8720459489 |
| 1994-12-01 | 12.9874584310 |
| 1995-01-01 | 12.6612076263 |
| 1995-02-01 | 12.8616250211 |
| 1995-03-01 | 12.8340183986 |
| 1995-04-01 | 13.0852344527 |
| 1995-05-01 | 13.1323324157 |
| 1995-06-01 | 12.9760581406 |
| 1995-07-01 | 12.7835629412 |
| 1995-08-01 | 12.7397273217 |
| 1995-09-01 | 12.9643353898 |
| 1995-10-01 | 13.1153367994 |
| 1995-11-01 | 13.2909729983 |
| 1995-12-01 | 13.1876919123 |
| 1996-01-01 | 12.5677530212 |
| 1996-02-01 | 13.8105571295 |
| 1996-03-01 | 13.8947023114 |
| 1996-04-01 | 13.0978834553 |
| 1996-05-01 | 13.0850009021 |
| 1996-06-01 | 13.0839365395 |
| 1996-07-01 | 13.1126327648 |
| 1996-08-01 | 13.1835881663 |
| 1996-09-01 | 13.1246428750 |
| 1996-10-01 | 13.3854264309 |
| 1996-11-01 | 13.2867185843 |
| 1996-12-01 | 13.2670460528 |
| 1997-01-01 | 13.7786460728 |
| 1997-02-01 | 13.5650346735 |
| 1997-03-01 | 13.7397248721 |
| 1997-04-01 | 13.8501967719 |
| 1997-05-01 | 14.0682841497 |
| 1997-06-01 | 14.4016185621 |
| 1997-07-01 | 14.0205316097 |
| 1997-08-01 | 14.0055442679 |
| 1997-09-01 | 14.0899842322 |
| 1997-10-01 | 13.9639461218 |
| 1997-11-01 | 14.0718606568 |
| 1997-12-01 | 14.1354900181 |
| 1998-01-01 | 14.3910880423 |
| 1998-02-01 | 14.6179446980 |
| 1998-03-01 | 14.6576218937 |
| 1998-04-01 | 15.0296914355 |
| 1998-05-01 | 14.9393285800 |
| 1998-06-01 | 15.3279111583 |
| 1998-07-01 | 15.5446179632 |
| 1998-08-01 | 15.5363329999 |
| 1998-09-01 | 15.7737764841 |
| 1998-10-01 | 15.4580154382 |
| 1998-11-01 | 15.2319526861 |
| 1998-12-01 | 15.5017365524 |
| 1999-01-01 | 15.2033653551 |
| 1999-02-01 | 15.2363891058 |
| 1999-03-01 | 15.2396754803 |
| 1999-04-01 | 15.7154532315 |
| 1999-05-01 | 15.8266076003 |
| 1999-06-01 | 15.8594107560 |
| 1999-07-01 | 16.0879888510 |
| 1999-08-01 | 16.2935757210 |
| 1999-09-01 | 16.3592675026 |
| 1999-10-01 | 16.8608732334 |
| 1999-11-01 | 16.8941955286 |
| 1999-12-01 | 17.0563929867 |
| 2000-01-01 | 16.9140722731 |
| 2000-02-01 | 17.0355981271 |
| 2000-03-01 | 17.2120036029 |
| 2000-04-01 | 17.2749015461 |
| 2000-05-01 | 17.1863918565 |
| 2000-06-01 | 17.7747283965 |
| 2000-07-01 | 18.0872711584 |
| 2000-08-01 | 18.2976253229 |
| 2000-09-01 | 18.3653295905 |
| 2000-10-01 | 18.2399036767 |
| 2000-11-01 | 18.5597090734 |
| 2000-12-01 | 18.4304407930 |
| 2001-01-01 | 18.6117454963 |
| 2001-02-01 | 18.5024394721 |
| 2001-03-01 | 18.5739545882 |
| 2001-04-01 | 18.2272146460 |
| 2001-05-01 | 18.2338827407 |
| 2001-06-01 | 18.2767191636 |
| 2001-07-01 | 17.8172516339 |
| 2001-08-01 | 18.3178499349 |
| 2001-09-01 | 18.2774078581 |
| 2001-10-01 | 18.1975696353 |
| 2001-11-01 | 18.4437081695 |
| 2001-12-01 | 18.2186054784 |
| 2002-01-01 | 18.9017045439 |
| 2002-02-01 | 18.7723740957 |
| 2002-03-01 | 18.8478828465 |
| 2002-04-01 | 18.6606534382 |
| 2002-05-01 | 18.6647850692 |
| 2002-06-01 | 18.4500438538 |
| 2002-07-01 | 18.6756462072 |
| 2002-08-01 | 18.3559323357 |
| 2002-09-01 | 18.4715725901 |
| 2002-10-01 | 18.5298829511 |
| 2002-11-01 | 18.5424200065 |
| 2002-12-01 | 18.6089311661 |
| 2003-01-01 | 18.5184258126 |
| 2003-02-01 | 18.3526929621 |
| 2003-03-01 | 18.1512647732 |
| 2003-04-01 | 18.3761290317 |
| 2003-05-01 | 18.1836011174 |
| 2003-06-01 | 18.3031331185 |
| 2003-07-01 | 17.9224448210 |
| 2003-08-01 | 18.1923955812 |
| 2003-09-01 | 18.5575439761 |
| 2003-10-01 | 18.2628029526 |
| 2003-11-01 | 18.0479121333 |
| 2003-12-01 | 18.1708398448 |
| 2004-01-01 | 18.3517788541 |
| 2004-02-01 | 18.5722292223 |
| 2004-03-01 | 18.6990580149 |
| 2004-04-01 | 18.7705890374 |
| 2004-05-01 | 18.8868617171 |
| 2004-06-01 | 18.8430110974 |
| 2004-07-01 | 18.7541404764 |
| 2004-08-01 | 18.9207690310 |
| 2004-09-01 | 18.6371643515 |
| 2004-10-01 | 18.7004872450 |
| 2004-11-01 | 18.9575588346 |
| 2004-12-01 | 18.5246925704 |
| 2005-01-01 | 18.1046511125 |
| 2005-02-01 | 18.5122042469 |
| 2005-03-01 | 18.5635848648 |
| 2005-04-01 | 18.3564228900 |
| 2005-05-01 | 18.3550325261 |
| 2005-06-01 | 18.4985087138 |
| 2005-07-01 | 18.5661871693 |
| 2005-08-01 | 18.5239816107 |
| 2005-09-01 | 18.9280380964 |
| 2005-10-01 | 18.9879652108 |
| 2005-11-01 | 19.3594051341 |
| 2005-12-01 | 18.8904530951 |
| 2006-01-01 | 18.6287143292 |
| 2006-02-01 | 18.6593103335 |
| 2006-03-01 | 18.6099042675 |
| 2006-04-01 | 18.6417353679 |
| 2006-05-01 | 18.7038824902 |
| 2006-06-01 | 18.9742000446 |
| 2006-07-01 | 18.8645514266 |
| 2006-08-01 | 19.0431643689 |
| 2006-09-01 | 19.0300978222 |
| 2006-10-01 | 19.0988891012 |
| 2006-11-01 | 19.3634154268 |
| 2006-12-01 | 19.4871373792 |
| 2007-01-01 | 19.5314020794 |
| 2007-02-01 | 19.2803137625 |
| 2007-03-01 | 19.5253705031 |
| 2007-04-01 | 19.6100273316 |
| 2007-05-01 | 19.5392904247 |
| 2007-06-01 | 19.5706275394 |
| 2007-07-01 | 19.6646440366 |
| 2007-08-01 | 19.4715373049 |
| 2007-09-01 | 19.4627483942 |
| 2007-10-01 | 19.0353588099 |
| 2007-11-01 | 19.2626410530 |
| 2007-12-01 | 19.4154601146 |
| 2008-01-01 | 19.1921488268 |
| 2008-02-01 | 19.2730718521 |
| 2008-03-01 | 19.2182738725 |
| 2008-04-01 | 19.4743147780 |
| 2008-05-01 | 19.4823712342 |
| 2008-06-01 | 19.2748433404 |
| 2008-07-01 | 19.2741115461 |
| 2008-08-01 | 19.2969648711 |
| 2008-09-01 | 19.0943896936 |
| 2008-10-01 | 18.4807664546 |
| 2008-11-01 | 18.5744345589 |
| 2008-12-01 | 18.3745872567 |
| 2009-01-01 | 18.1555229790 |
| 2009-02-01 | 17.7344225665 |
| 2009-03-01 | 17.6926538903 |
| 2009-04-01 | 17.4285735919 |
| 2009-05-01 | 17.5295871508 |
| 2009-06-01 | 17.2889272399 |
| 2009-07-01 | 17.2980658671 |
| 2009-08-01 | 17.1998198443 |
| 2009-09-01 | 17.3272993726 |
| 2009-10-01 | 17.7345962172 |
| 2009-11-01 | 17.8735621571 |
| 2009-12-01 | 18.0356649039 |
| 2010-01-01 | 18.7221141598 |
| 2010-02-01 | 18.8018789353 |
| 2010-03-01 | 18.7630713142 |
| 2010-04-01 | 18.8010522667 |
| 2010-05-01 | 18.6889902072 |
| 2010-06-01 | 18.9012534300 |
| 2010-07-01 | 18.9160894297 |
| 2010-08-01 | 18.8987842681 |
| 2010-09-01 | 19.1467660917 |
| 2010-10-01 | 19.3802967680 |
| 2010-11-01 | 19.4507279645 |
| 2010-12-01 | 19.3764223816 |
| 2011-01-01 | 19.7225355942 |
| 2011-02-01 | 19.7774774315 |
| 2011-03-01 | 19.7605980362 |
| 2011-04-01 | 19.6734716285 |
| 2011-05-01 | 19.7736470372 |
| 2011-06-01 | 19.9012615244 |
| 2011-07-01 | 19.8207659007 |
| 2011-08-01 | 20.0917927123 |
| 2011-09-01 | 20.0635328401 |
| 2011-10-01 | 19.8103050210 |
| 2011-11-01 | 19.9006329771 |
| 2011-12-01 | 19.8890132296 |
| 2012-01-01 | 20.1411640826 |
| 2012-02-01 | 20.3775504877 |
| 2012-03-01 | 20.7854032606 |
| 2012-04-01 | 20.8647740759 |
| 2012-05-01 | 20.6726430956 |
| 2012-06-01 | 20.6026074446 |
| 2012-07-01 | 20.7022360930 |
| 2012-08-01 | 20.6780673238 |
| 2012-09-01 | 20.6748415476 |
| 2012-10-01 | 20.6243639135 |
| 2012-11-01 | 20.6390422418 |
| 2012-12-01 | 20.7702704541 |
| 2013-01-01 | 20.6847646522 |
| 2013-02-01 | 20.5956302925 |
| 2013-03-01 | 20.7348556392 |
| 2013-04-01 | 20.8473504274 |
| 2013-05-01 | 20.9741035198 |
| 2013-06-01 | 21.0142132223 |
| 2013-07-01 | 21.0676729900 |
| 2013-08-01 | 21.3862363424 |
| 2013-09-01 | 21.2904174395 |
| 2013-10-01 | 21.3098859613 |
| 2013-11-01 | 21.5716105293 |
| 2013-12-01 | 21.6302016381 |
| 2014-01-01 | 21.4223264516 |
| 2014-02-01 | 21.9316279421 |
| 2014-03-01 | 21.9843625027 |
| 2014-04-01 | 22.2462117486 |
| 2014-05-01 | 22.3698085932 |
| 2014-06-01 | 22.6268931215 |
| 2014-07-01 | 22.7352861089 |
| 2014-08-01 | 22.8087793099 |
| 2014-09-01 | 22.9119463980 |
| 2014-10-01 | 23.0857745775 |
| 2014-11-01 | 23.1077427241 |
| 2014-12-01 | 23.1007698219 |
| 2015-01-01 | 23.1446507069 |
| 2015-02-01 | 23.2513622852 |
| 2015-03-01 | 23.3269081058 |
| 2015-04-01 | 23.2426453950 |
| 2015-05-01 | 23.2621758649 |
| 2015-06-01 | 23.2242759786 |
| 2015-07-01 | 23.5148335107 |
| 2015-08-01 | 23.4632016566 |
| 2015-09-01 | 23.4439107905 |
| 2015-10-01 | 23.5459964627 |
| 2015-11-01 | 23.5637398511 |
| 2015-12-01 | 23.5860457694 |
| 2016-01-01 | 23.4507828929 |
| 2016-02-01 | 23.3440326749 |
| 2016-03-01 | 23.3511199259 |
| 2016-04-01 | 23.4593451886 |
| 2016-05-01 | 23.3440151635 |
| 2016-06-01 | 23.3135991606 |
| 2016-07-01 | 23.4141569713 |
| 2016-08-01 | 23.3118899639 |
| 2016-09-01 | 23.6592476160 |
| 2016-10-01 | 23.4235544074 |
| 2016-11-01 | 23.4508660388 |
| 2016-12-01 | 23.4789551866 |
| 2017-01-01 | 23.4406855618 |
| 2017-02-01 | 23.4339857856 |
| 2017-03-01 | 23.4618895387 |
| 2017-04-01 | 23.4789279273 |
| 2017-05-01 | 23.5135556562 |
| 2017-06-01 | 23.5890999061 |
| 2017-07-01 | 23.7201683494 |
| 2017-08-01 | 23.9769544683 |
| 2017-09-01 | 23.9816832698 |
| 2017-10-01 | 23.8966984526 |
| 2017-11-01 | 24.0510591522 |
| 2017-12-01 | 23.9647971023 |
| 2018-01-01 | 24.1222560745 |
| 2018-02-01 | 24.1178762576 |
| 2018-03-01 | 24.0602038141 |
| 2018-04-01 | 24.1104205563 |
| 2018-05-01 | 24.0921959273 |
| 2018-06-01 | 23.9699565268 |
| 2018-07-01 | 23.7368136045 |
| 2018-08-01 | 23.6258835212 |
| 2018-09-01 | 23.4881512450 |
| 2018-10-01 | 23.6861382059 |
| 2018-11-01 | 23.6551128607 |
| 2018-12-01 | 23.4544821711 |
| 2019-01-01 | 23.7989568761 |
| 2019-02-01 | 24.1060333800 |
| 2019-03-01 | 24.0339820885 |
| 2019-04-01 | 24.1312692678 |
| 2019-05-01 | 24.2838325518 |
| 2019-06-01 | 24.2580619723 |
| 2019-07-01 | 24.2592786683 |
| 2019-08-01 | 24.4859006346 |
| 2019-09-01 | 24.2965421311 |
| 2019-10-01 | 24.0767180361 |
| 2019-11-01 | 23.9671408558 |
| 2019-12-01 | 24.0306300503 |
| 2020-01-01 | 24.0772892114 |
| 2020-02-01 | 23.8812436108 |
| 2020-03-01 | 24.0766504667 |
| 2020-04-01 | 20.5442432191 |
| 2020-05-01 | 20.7822746295 |
| 2020-06-01 | 21.0910452750 |
| 2020-07-01 | 21.1941418751 |
| 2020-08-01 | 21.2467931032 |
| 2020-09-01 | 21.2797160532 |
| 2020-10-01 | 21.6833059905 |
| 2020-11-01 | 21.6739715059 |
| 2020-12-01 | 21.7955139862 |
| 2021-01-01 | 21.1587531955 |
| 2021-02-01 | 21.3800517926 |
| 2021-03-01 | 21.1054944547 |
| 2021-04-01 | 21.1153714303 |
| 2021-05-01 | 21.0720854251 |
| 2021-06-01 | 21.2417491647 |
| 2021-07-01 | 21.3431221508 |
| 2021-08-01 | 21.5305485072 |
| 2021-09-01 | 21.5653393436 |
| 2021-10-01 | 21.6860978743 |
| 2021-11-01 | 21.8808193659 |
| 2021-12-01 | 21.9545260535 |
| 2022-01-01 | 22.1436535111 |
| 2022-02-01 | 22.3751142640 |
| 2022-03-01 | 22.7423653284 |
| 2022-04-01 | 22.6582125215 |
| 2022-05-01 | 22.6401628466 |
| 2022-06-01 | 22.8044300159 |
| 2022-07-01 | 22.9134632095 |
| 2022-08-01 | 22.9078435592 |
| 2022-09-01 | 22.9426382009 |
| 2022-10-01 | 22.8015514357 |
| 2022-11-01 | 22.7929177603 |
| 2022-12-01 | 23.0311554547 |
| 2023-01-01 | 23.0306898626 |
| 2023-02-01 | 22.9756789426 |
| 2023-03-01 | 22.9790420357 |
| 2023-04-01 | 22.6863459637 |
| 2023-05-01 | 22.9989100811 |
| 2023-06-01 | 22.4383132641 |
| 2023-07-01 | 22.1789675543 |
| 2023-08-01 | 22.5798700732 |
| 2023-09-01 | 23.0402026875 |
| 2023-10-01 | 22.7217017920 |
| 2023-11-01 | 22.9261084250 |
| 2023-12-01 | 22.8179456965 |
| 2024-01-01 | 22.7120877980 |
| 2024-02-01 | 22.7584639927 |
| 2024-03-01 | 22.8302706202 |
| 2024-04-01 | 23.2335546051 |
| 2024-05-01 | 23.6491768587 |
| 2024-06-01 | 23.2569557412 |
| 2024-07-01 | 23.3364620210 |
| 2024-08-01 | 23.4255534468 |
| 2024-09-01 | 23.7450276752 |
| 2024-10-01 | 23.9423574569 |
| 2024-11-01 | 23.9524150891 |
| 2024-12-01 | 24.1167648641 |
| 2025-01-01 | 24.1963810226 |
| 2025-02-01 | 24.2528460223 |
| 2025-03-01 | 24.3009683919 |
| 2025-04-01 | 24.4972429027 |
| 2025-05-01 | 24.5180220745 |
| 2025-06-01 | 24.3441833533 |
| 2025-07-01 | 23.8691662177 |
| 2025-08-01 | 23.7513183894 |
| 2025-09-01 | 24.1657685200 |
| 2025-10-01 | 24.1502143479 |
| 2025-11-01 | 24.0732343987 |
| 2025-12-01 | 24.1223662722 |
| 2026-01-01 | 24.1817191303 |
| 2026-02-01 | 24.1423902863 |
| 2026-03-01 | 24.1943114086 |
| 2026-04-01 | 23.9827367208 |
| 2026-05-01 | 23.9994945945 |
| 2026-06-01 | 24.2276425716 |
| 2026-07-01 | 24.2901402396 |
| 2026-08-01 | 24.5522174159 |
| 2026-09-01 | 24.1865196596 |