Table Data - All Employees: Manufacturing in Reading, PA (MSA)
| Title | All Employees: Manufacturing in Reading, PA (MSA) |
|---|---|
| Series ID | READ742MFG |
| 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 12:16 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 | 45.2229044368 |
| 1990-02-01 | 45.1072712874 |
| 1990-03-01 | 44.8911582193 |
| 1990-04-01 | 44.9094406755 |
| 1990-05-01 | 44.7685446204 |
| 1990-06-01 | 44.4319321561 |
| 1990-07-01 | 44.5703246078 |
| 1990-08-01 | 43.5886169654 |
| 1990-09-01 | 44.2241509980 |
| 1990-10-01 | 44.1105762097 |
| 1990-11-01 | 43.8954485566 |
| 1990-12-01 | 43.4064722382 |
| 1991-01-01 | 42.9228389499 |
| 1991-02-01 | 42.2060297467 |
| 1991-03-01 | 42.2684345449 |
| 1991-04-01 | 41.8980254665 |
| 1991-05-01 | 41.7313352076 |
| 1991-06-01 | 42.1139118511 |
| 1991-07-01 | 41.9805946031 |
| 1991-08-01 | 42.2137800135 |
| 1991-09-01 | 42.3393433395 |
| 1991-10-01 | 42.4521277208 |
| 1991-11-01 | 42.2272674889 |
| 1991-12-01 | 41.8196593802 |
| 1992-01-01 | 42.5272685804 |
| 1992-02-01 | 42.5850276809 |
| 1992-03-01 | 42.7163417954 |
| 1992-04-01 | 42.8754151317 |
| 1992-05-01 | 42.2759119280 |
| 1992-06-01 | 42.3680680666 |
| 1992-07-01 | 42.9948870504 |
| 1992-08-01 | 42.9561096384 |
| 1992-09-01 | 42.7566490627 |
| 1992-10-01 | 42.9348929010 |
| 1992-11-01 | 42.8945054185 |
| 1992-12-01 | 42.8384294334 |
| 1993-01-01 | 42.6169828943 |
| 1993-02-01 | 42.5634823565 |
| 1993-03-01 | 41.9506544547 |
| 1993-04-01 | 42.1196953994 |
| 1993-05-01 | 42.0151429159 |
| 1993-06-01 | 41.6226586943 |
| 1993-07-01 | 41.1904289235 |
| 1993-08-01 | 41.1004765061 |
| 1993-09-01 | 41.0947385096 |
| 1993-10-01 | 42.2262629872 |
| 1993-11-01 | 42.3772181274 |
| 1993-12-01 | 42.4757914358 |
| 1994-01-01 | 42.7021397896 |
| 1994-02-01 | 42.6221520252 |
| 1994-03-01 | 42.8800921209 |
| 1994-04-01 | 42.8512841393 |
| 1994-05-01 | 43.0644528033 |
| 1994-06-01 | 42.9819310229 |
| 1994-07-01 | 42.9951008879 |
| 1994-08-01 | 42.9298291961 |
| 1994-09-01 | 43.0189789966 |
| 1994-10-01 | 43.0181614462 |
| 1994-11-01 | 43.0692525424 |
| 1994-12-01 | 43.1285250508 |
| 1995-01-01 | 42.8558398607 |
| 1995-02-01 | 43.0882192482 |
| 1995-03-01 | 42.9314921762 |
| 1995-04-01 | 42.7752213910 |
| 1995-05-01 | 42.8314161205 |
| 1995-06-01 | 42.8799068557 |
| 1995-07-01 | 42.8890652370 |
| 1995-08-01 | 42.7415234679 |
| 1995-09-01 | 42.8364115068 |
| 1995-10-01 | 42.4626456976 |
| 1995-11-01 | 42.4429151060 |
| 1995-12-01 | 42.3914933186 |
| 1996-01-01 | 40.9086724348 |
| 1996-02-01 | 41.8336120971 |
| 1996-03-01 | 42.0076985669 |
| 1996-04-01 | 42.1391770485 |
| 1996-05-01 | 42.0345165985 |
| 1996-06-01 | 42.2978327103 |
| 1996-07-01 | 42.0931448527 |
| 1996-08-01 | 42.0244867786 |
| 1996-09-01 | 41.9237102084 |
| 1996-10-01 | 42.1755914397 |
| 1996-11-01 | 42.1855098721 |
| 1996-12-01 | 42.2454797652 |
| 1997-01-01 | 42.6585960821 |
| 1997-02-01 | 42.7952186443 |
| 1997-03-01 | 43.0256891632 |
| 1997-04-01 | 43.0263637536 |
| 1997-05-01 | 42.7549788185 |
| 1997-06-01 | 42.7235342193 |
| 1997-07-01 | 42.3818770067 |
| 1997-08-01 | 42.9042462975 |
| 1997-09-01 | 42.7146442102 |
| 1997-10-01 | 42.5495101788 |
| 1997-11-01 | 42.4935157454 |
| 1997-12-01 | 42.4917568941 |
| 1998-01-01 | 42.5294947921 |
| 1998-02-01 | 42.3583632301 |
| 1998-03-01 | 42.2569801480 |
| 1998-04-01 | 42.8460758420 |
| 1998-05-01 | 42.4814663443 |
| 1998-06-01 | 41.8461534850 |
| 1998-07-01 | 40.1769464808 |
| 1998-08-01 | 41.5726691890 |
| 1998-09-01 | 41.5980703165 |
| 1998-10-01 | 41.5215475924 |
| 1998-11-01 | 41.1650819779 |
| 1998-12-01 | 41.1148483625 |
| 1999-01-01 | 41.2261496014 |
| 1999-02-01 | 41.2559390500 |
| 1999-03-01 | 41.1065511100 |
| 1999-04-01 | 40.8818315494 |
| 1999-05-01 | 40.9831708011 |
| 1999-06-01 | 41.0373000275 |
| 1999-07-01 | 41.2623748067 |
| 1999-08-01 | 41.5589295324 |
| 1999-09-01 | 41.1859672563 |
| 1999-10-01 | 41.7880588232 |
| 1999-11-01 | 42.0349530204 |
| 1999-12-01 | 42.0289100860 |
| 2000-01-01 | 41.9586620848 |
| 2000-02-01 | 41.9646345699 |
| 2000-03-01 | 41.7328294235 |
| 2000-04-01 | 41.8270252100 |
| 2000-05-01 | 41.3731838841 |
| 2000-06-01 | 41.9111919764 |
| 2000-07-01 | 41.8325035366 |
| 2000-08-01 | 41.4469802618 |
| 2000-09-01 | 41.5816826130 |
| 2000-10-01 | 41.0855736609 |
| 2000-11-01 | 40.2019690780 |
| 2000-12-01 | 40.7319481140 |
| 2001-01-01 | 40.5162855391 |
| 2001-02-01 | 40.2972628495 |
| 2001-03-01 | 40.1468851101 |
| 2001-04-01 | 39.8467881358 |
| 2001-05-01 | 39.3412804375 |
| 2001-06-01 | 39.2536826444 |
| 2001-07-01 | 38.9827297818 |
| 2001-08-01 | 38.9629633706 |
| 2001-09-01 | 38.6001819961 |
| 2001-10-01 | 37.5017847539 |
| 2001-11-01 | 37.2979284992 |
| 2001-12-01 | 36.9464665390 |
| 2002-01-01 | 36.2654588532 |
| 2002-02-01 | 36.3372377820 |
| 2002-03-01 | 36.0172815378 |
| 2002-04-01 | 35.9375468441 |
| 2002-05-01 | 35.7989588966 |
| 2002-06-01 | 35.6071432564 |
| 2002-07-01 | 35.1279426747 |
| 2002-08-01 | 34.9864326482 |
| 2002-09-01 | 34.6394485932 |
| 2002-10-01 | 34.4381355480 |
| 2002-11-01 | 34.0092835940 |
| 2002-12-01 | 33.7694697221 |
| 2003-01-01 | 33.4952343318 |
| 2003-02-01 | 33.2673098474 |
| 2003-03-01 | 33.0832700953 |
| 2003-04-01 | 32.7082366452 |
| 2003-05-01 | 32.5385875275 |
| 2003-06-01 | 32.2741151061 |
| 2003-07-01 | 32.2736117459 |
| 2003-08-01 | 32.1300950870 |
| 2003-09-01 | 32.0796723096 |
| 2003-10-01 | 31.8725239423 |
| 2003-11-01 | 31.9397002044 |
| 2003-12-01 | 31.8967805214 |
| 2004-01-01 | 31.7993732745 |
| 2004-02-01 | 31.8864469522 |
| 2004-03-01 | 31.8321040615 |
| 2004-04-01 | 31.7860532664 |
| 2004-05-01 | 31.8894279182 |
| 2004-06-01 | 31.6780456138 |
| 2004-07-01 | 31.5164515753 |
| 2004-08-01 | 31.3709615633 |
| 2004-09-01 | 31.3111060162 |
| 2004-10-01 | 31.3031646263 |
| 2004-11-01 | 31.3562367372 |
| 2004-12-01 | 31.4186925789 |
| 2005-01-01 | 31.3915549985 |
| 2005-02-01 | 31.2911930558 |
| 2005-03-01 | 31.4032311347 |
| 2005-04-01 | 31.4611594033 |
| 2005-05-01 | 31.5684453279 |
| 2005-06-01 | 31.6096519781 |
| 2005-07-01 | 31.5667872626 |
| 2005-08-01 | 31.5016797907 |
| 2005-09-01 | 31.5211969841 |
| 2005-10-01 | 31.7155317031 |
| 2005-11-01 | 31.7635199842 |
| 2005-12-01 | 31.8270930295 |
| 2006-01-01 | 32.0679514564 |
| 2006-02-01 | 32.1973063126 |
| 2006-03-01 | 32.1921841610 |
| 2006-04-01 | 32.5453094188 |
| 2006-05-01 | 32.2716116159 |
| 2006-06-01 | 32.2734572660 |
| 2006-07-01 | 32.3323362095 |
| 2006-08-01 | 32.3075024176 |
| 2006-09-01 | 32.3165218559 |
| 2006-10-01 | 32.2032752257 |
| 2006-11-01 | 32.1570476408 |
| 2006-12-01 | 32.0320627336 |
| 2007-01-01 | 31.7522894433 |
| 2007-02-01 | 31.7975986966 |
| 2007-03-01 | 31.9027216164 |
| 2007-04-01 | 31.7226311209 |
| 2007-05-01 | 31.7801031280 |
| 2007-06-01 | 31.7474232911 |
| 2007-07-01 | 31.6224557144 |
| 2007-08-01 | 31.3932143650 |
| 2007-09-01 | 31.3031778391 |
| 2007-10-01 | 31.1809860398 |
| 2007-11-01 | 31.1572361368 |
| 2007-12-01 | 30.9284170991 |
| 2008-01-01 | 31.1436231269 |
| 2008-02-01 | 31.2001658757 |
| 2008-03-01 | 31.2128036664 |
| 2008-04-01 | 31.3077960974 |
| 2008-05-01 | 31.0730400071 |
| 2008-06-01 | 31.0066650698 |
| 2008-07-01 | 31.0207628633 |
| 2008-08-01 | 30.9774230732 |
| 2008-09-01 | 30.7988716628 |
| 2008-10-01 | 30.5667948700 |
| 2008-11-01 | 30.2741552226 |
| 2008-12-01 | 30.1280553905 |
| 2009-01-01 | 29.5463089170 |
| 2009-02-01 | 28.9971673067 |
| 2009-03-01 | 28.3102902649 |
| 2009-04-01 | 27.6761506129 |
| 2009-05-01 | 27.2585178982 |
| 2009-06-01 | 27.3280356603 |
| 2009-07-01 | 27.4255138821 |
| 2009-08-01 | 27.4730803670 |
| 2009-09-01 | 27.5105686909 |
| 2009-10-01 | 27.5722304763 |
| 2009-11-01 | 27.6089630067 |
| 2009-12-01 | 27.5358188953 |
| 2010-01-01 | 27.4477744555 |
| 2010-02-01 | 27.5843499453 |
| 2010-03-01 | 27.7953982614 |
| 2010-04-01 | 27.9492888011 |
| 2010-05-01 | 27.9273503323 |
| 2010-06-01 | 27.8074560589 |
| 2010-07-01 | 27.8290494170 |
| 2010-08-01 | 27.8834001201 |
| 2010-09-01 | 27.9426329423 |
| 2010-10-01 | 27.9918790158 |
| 2010-11-01 | 28.0507628317 |
| 2010-12-01 | 28.2623502796 |
| 2011-01-01 | 28.3579884739 |
| 2011-02-01 | 28.4667619031 |
| 2011-03-01 | 28.5554895822 |
| 2011-04-01 | 28.7130073629 |
| 2011-05-01 | 28.9980795095 |
| 2011-06-01 | 29.2626458424 |
| 2011-07-01 | 29.0264337988 |
| 2011-08-01 | 29.1086097211 |
| 2011-09-01 | 29.0788421757 |
| 2011-10-01 | 29.2258603301 |
| 2011-11-01 | 29.1911459749 |
| 2011-12-01 | 29.5977781386 |
| 2012-01-01 | 29.5662160748 |
| 2012-02-01 | 29.3389058946 |
| 2012-03-01 | 29.6119240491 |
| 2012-04-01 | 29.5883483752 |
| 2012-05-01 | 29.5714777859 |
| 2012-06-01 | 29.8057331306 |
| 2012-07-01 | 29.9273335565 |
| 2012-08-01 | 29.6394244301 |
| 2012-09-01 | 29.7135671331 |
| 2012-10-01 | 29.6602513012 |
| 2012-11-01 | 29.7206118316 |
| 2012-12-01 | 29.7277021413 |
| 2013-01-01 | 29.7708788790 |
| 2013-02-01 | 29.9156083127 |
| 2013-03-01 | 29.8647531049 |
| 2013-04-01 | 29.8618920907 |
| 2013-05-01 | 29.8693811862 |
| 2013-06-01 | 29.8643505241 |
| 2013-07-01 | 29.8305270354 |
| 2013-08-01 | 29.8707467631 |
| 2013-09-01 | 29.8357453983 |
| 2013-10-01 | 29.8862585771 |
| 2013-11-01 | 29.9301091697 |
| 2013-12-01 | 29.8482644875 |
| 2014-01-01 | 29.8718239732 |
| 2014-02-01 | 29.8803335875 |
| 2014-03-01 | 30.0411762829 |
| 2014-04-01 | 30.0470424489 |
| 2014-05-01 | 30.0715348178 |
| 2014-06-01 | 30.1467928137 |
| 2014-07-01 | 30.3505495419 |
| 2014-08-01 | 30.2897758281 |
| 2014-09-01 | 30.3454812508 |
| 2014-10-01 | 30.4018603372 |
| 2014-11-01 | 30.4200379995 |
| 2014-12-01 | 30.4518609933 |
| 2015-01-01 | 30.5744080498 |
| 2015-02-01 | 30.6624949849 |
| 2015-03-01 | 30.6208097905 |
| 2015-04-01 | 30.7369277697 |
| 2015-05-01 | 30.7786731461 |
| 2015-06-01 | 30.8454670208 |
| 2015-07-01 | 30.7714895137 |
| 2015-08-01 | 30.8015943762 |
| 2015-09-01 | 30.8522270555 |
| 2015-10-01 | 30.7074099019 |
| 2015-11-01 | 30.8106539993 |
| 2015-12-01 | 30.8456114428 |
| 2016-01-01 | 30.8760222449 |
| 2016-02-01 | 30.6466181577 |
| 2016-03-01 | 30.7124143911 |
| 2016-04-01 | 30.4276258416 |
| 2016-05-01 | 30.4806476984 |
| 2016-06-01 | 30.4450592043 |
| 2016-07-01 | 30.5003564988 |
| 2016-08-01 | 30.5069683446 |
| 2016-09-01 | 30.5644772682 |
| 2016-10-01 | 30.8067725715 |
| 2016-11-01 | 30.7017780494 |
| 2016-12-01 | 30.7328947953 |
| 2017-01-01 | 30.7778492986 |
| 2017-02-01 | 30.9414913784 |
| 2017-03-01 | 30.8995395656 |
| 2017-04-01 | 31.0203192059 |
| 2017-05-01 | 31.0862327583 |
| 2017-06-01 | 31.0433275098 |
| 2017-07-01 | 31.0179458374 |
| 2017-08-01 | 31.1101338510 |
| 2017-09-01 | 31.1848244360 |
| 2017-10-01 | 31.0997175635 |
| 2017-11-01 | 31.1944267107 |
| 2017-12-01 | 31.2276470820 |
| 2018-01-01 | 31.2860564890 |
| 2018-02-01 | 31.2341687644 |
| 2018-03-01 | 31.2834048907 |
| 2018-04-01 | 31.3162137877 |
| 2018-05-01 | 31.4948089942 |
| 2018-06-01 | 31.6370980325 |
| 2018-07-01 | 31.7299064485 |
| 2018-08-01 | 31.8077065267 |
| 2018-09-01 | 31.8076681908 |
| 2018-10-01 | 31.8860963724 |
| 2018-11-01 | 31.8795294502 |
| 2018-12-01 | 32.0346341048 |
| 2019-01-01 | 32.0985524008 |
| 2019-02-01 | 32.1350146229 |
| 2019-03-01 | 32.2669246796 |
| 2019-04-01 | 32.3198259500 |
| 2019-05-01 | 32.2086793713 |
| 2019-06-01 | 32.0289380500 |
| 2019-07-01 | 32.2275795542 |
| 2019-08-01 | 32.1920270759 |
| 2019-09-01 | 32.2294343325 |
| 2019-10-01 | 32.2628938020 |
| 2019-11-01 | 32.2688094810 |
| 2019-12-01 | 32.1542556834 |
| 2020-01-01 | 32.0134995698 |
| 2020-02-01 | 32.0424774589 |
| 2020-03-01 | 31.8617840890 |
| 2020-04-01 | 24.5194575776 |
| 2020-05-01 | 26.9209361432 |
| 2020-06-01 | 29.3227101556 |
| 2020-07-01 | 28.8223685542 |
| 2020-08-01 | 28.6666429647 |
| 2020-09-01 | 28.9339897469 |
| 2020-10-01 | 28.9418517168 |
| 2020-11-01 | 28.9610604800 |
| 2020-12-01 | 29.0781805717 |
| 2021-01-01 | 29.3267360816 |
| 2021-02-01 | 29.1578588330 |
| 2021-03-01 | 29.3722596846 |
| 2021-04-01 | 29.2192359183 |
| 2021-05-01 | 29.3232337092 |
| 2021-06-01 | 29.5254809199 |
| 2021-07-01 | 29.6079040057 |
| 2021-08-01 | 29.6356131779 |
| 2021-09-01 | 29.7249392553 |
| 2021-10-01 | 29.9320316535 |
| 2021-11-01 | 30.0609413186 |
| 2021-12-01 | 30.0981499329 |
| 2022-01-01 | 29.8308641719 |
| 2022-02-01 | 30.4802064802 |
| 2022-03-01 | 30.5932848700 |
| 2022-04-01 | 30.7218025872 |
| 2022-05-01 | 30.8136787867 |
| 2022-06-01 | 31.0307199287 |
| 2022-07-01 | 31.0879618526 |
| 2022-08-01 | 31.3067430276 |
| 2022-09-01 | 31.3075072269 |
| 2022-10-01 | 31.4365537300 |
| 2022-11-01 | 31.4707505002 |
| 2022-12-01 | 31.4110429709 |
| 2023-01-01 | 31.4228811567 |
| 2023-02-01 | 31.5003435155 |
| 2023-03-01 | 31.5179542597 |
| 2023-04-01 | 31.7310055940 |
| 2023-05-01 | 31.6954415965 |
| 2023-06-01 | 31.6398140272 |
| 2023-07-01 | 31.6652261649 |
| 2023-08-01 | 31.7806984808 |
| 2023-09-01 | 31.7921673779 |
| 2023-10-01 | 31.6523370953 |
| 2023-11-01 | 31.4878785840 |
| 2023-12-01 | 31.5119462450 |
| 2024-01-01 | 31.5102978817 |
| 2024-02-01 | 31.4169289361 |
| 2024-03-01 | 31.4368472249 |
| 2024-04-01 | 31.4379441384 |
| 2024-05-01 | 31.3762842827 |
| 2024-06-01 | 31.3483644982 |
| 2024-07-01 | 31.4464837216 |
| 2024-08-01 | 31.3655333140 |
| 2024-09-01 | 31.4804194794 |
| 2024-10-01 | 31.4718296053 |
| 2024-11-01 | 31.6086124703 |
| 2024-12-01 | 31.6060354351 |
| 2025-01-01 | 31.5965722649 |
| 2025-02-01 | 31.5228205589 |
| 2025-03-01 | 31.4460597165 |
| 2025-04-01 | 31.4457686694 |
| 2025-05-01 | 31.4601404061 |
| 2025-06-01 | 31.4574549627 |
| 2025-07-01 | 31.2312606368 |
| 2025-08-01 | 31.0631230626 |
| 2025-09-01 | 30.8748078394 |
| 2025-10-01 | 30.6914796329 |
| 2025-11-01 | 30.7218351747 |
| 2025-12-01 | 30.7960453288 |
| 2026-01-01 | 30.8850829271 |
| 2026-02-01 | 30.8239678658 |
| 2026-03-01 | 30.8455437766 |
| 2026-04-01 | 30.7563972221 |
| 2026-05-01 | 30.8526235829 |
| 2026-06-01 | 30.8574678924 |
| 2026-07-01 | 31.0222623589 |
| 2026-08-01 | 31.1668604707 |