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 2026-06-01 |
| Last Updated | 2026-07-22 9:33 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 | 45.2229051997459 |
| 1990-02-01 | 45.1072716126153 |
| 1990-03-01 | 44.8911553154004 |
| 1990-04-01 | 44.9094371051658 |
| 1990-05-01 | 44.7685383526820 |
| 1990-06-01 | 44.4319256136910 |
| 1990-07-01 | 44.5703106501917 |
| 1990-08-01 | 43.5886013289473 |
| 1990-09-01 | 44.2241320271411 |
| 1990-10-01 | 44.1106196707077 |
| 1990-11-01 | 43.8954624767400 |
| 1990-12-01 | 43.4064808189483 |
| 1991-01-01 | 42.9228406044720 |
| 1991-02-01 | 42.2060306556973 |
| 1991-03-01 | 42.2684319988001 |
| 1991-04-01 | 41.8980221806779 |
| 1991-05-01 | 41.7313289262163 |
| 1991-06-01 | 42.1139047916520 |
| 1991-07-01 | 41.9805803512072 |
| 1991-08-01 | 42.2137631588587 |
| 1991-09-01 | 42.3393218183716 |
| 1991-10-01 | 42.4521714146778 |
| 1991-11-01 | 42.2272830856863 |
| 1991-12-01 | 41.8196687112910 |
| 1992-01-01 | 42.5272718388040 |
| 1992-02-01 | 42.5850293144881 |
| 1992-03-01 | 42.7163394286186 |
| 1992-04-01 | 42.8754118695971 |
| 1992-05-01 | 42.2759055700002 |
| 1992-06-01 | 42.3680602949455 |
| 1992-07-01 | 42.9948725653858 |
| 1992-08-01 | 42.9560914401676 |
| 1992-09-01 | 42.7566249576950 |
| 1992-10-01 | 42.9349369191056 |
| 1992-11-01 | 42.8945224311966 |
| 1992-12-01 | 42.8384408716200 |
| 1993-01-01 | 42.6169860600828 |
| 1993-02-01 | 42.5634819171211 |
| 1993-03-01 | 41.9506522857797 |
| 1993-04-01 | 42.1196921473818 |
| 1993-05-01 | 42.0151379310618 |
| 1993-06-01 | 41.6226503376628 |
| 1993-07-01 | 41.1904167609517 |
| 1993-08-01 | 41.1004606180771 |
| 1993-09-01 | 41.0947176167093 |
| 1993-10-01 | 42.2262985549644 |
| 1993-11-01 | 42.3772351877776 |
| 1993-12-01 | 42.4758039766547 |
| 1994-01-01 | 42.7021407008690 |
| 1994-02-01 | 42.6221472568098 |
| 1994-03-01 | 42.8800901067228 |
| 1994-04-01 | 42.8512817149984 |
| 1994-05-01 | 43.0644504231511 |
| 1994-06-01 | 42.9819237005793 |
| 1994-07-01 | 42.9950986308940 |
| 1994-08-01 | 42.9298158200854 |
| 1994-09-01 | 43.0189590061535 |
| 1994-10-01 | 43.0181897137338 |
| 1994-11-01 | 43.0692673673305 |
| 1994-12-01 | 43.1285355984035 |
| 1995-01-01 | 42.8558357060730 |
| 1995-02-01 | 43.0882079593957 |
| 1995-03-01 | 42.9314875410489 |
| 1995-04-01 | 42.7752167316535 |
| 1995-05-01 | 42.8314251600918 |
| 1995-06-01 | 42.8799019631372 |
| 1995-07-01 | 42.8890840218815 |
| 1995-08-01 | 42.7415100697091 |
| 1995-09-01 | 42.8363952203218 |
| 1995-10-01 | 42.4626583003936 |
| 1995-11-01 | 42.4429237315257 |
| 1995-12-01 | 42.3914985573802 |
| 1996-01-01 | 40.9086634054975 |
| 1996-02-01 | 41.8335964404465 |
| 1996-03-01 | 42.0076917525030 |
| 1996-04-01 | 42.1391716911316 |
| 1996-05-01 | 42.0345383378893 |
| 1996-06-01 | 42.2978333080599 |
| 1996-07-01 | 42.0931844793658 |
| 1996-08-01 | 42.0244718065944 |
| 1996-09-01 | 41.9236909565906 |
| 1996-10-01 | 42.1755923901643 |
| 1996-11-01 | 42.1855103501087 |
| 1996-12-01 | 42.2454797539533 |
| 1997-01-01 | 42.6585842865660 |
| 1997-02-01 | 42.7952012985516 |
| 1997-03-01 | 43.0256816750061 |
| 1997-04-01 | 43.0263588782445 |
| 1997-05-01 | 42.7550131397385 |
| 1997-06-01 | 42.7235399702191 |
| 1997-07-01 | 42.3819315002237 |
| 1997-08-01 | 42.9042317589114 |
| 1997-09-01 | 42.7146075263428 |
| 1997-10-01 | 42.5495050488979 |
| 1997-11-01 | 42.4935092396910 |
| 1997-12-01 | 42.4917561157220 |
| 1998-01-01 | 42.5294860388656 |
| 1998-02-01 | 42.3583508200330 |
| 1998-03-01 | 42.2569757905041 |
| 1998-04-01 | 42.8460747358061 |
| 1998-05-01 | 42.4815026897682 |
| 1998-06-01 | 41.8461620355168 |
| 1998-07-01 | 40.1769995282424 |
| 1998-08-01 | 41.5726571706670 |
| 1998-09-01 | 41.5980008134248 |
| 1998-10-01 | 41.5215533561621 |
| 1998-11-01 | 41.1650774610400 |
| 1998-12-01 | 41.1148513106001 |
| 1999-01-01 | 41.2261479899765 |
| 1999-02-01 | 41.2559350318767 |
| 1999-03-01 | 41.1065490688749 |
| 1999-04-01 | 40.8818313639682 |
| 1999-05-01 | 40.9832046656865 |
| 1999-06-01 | 41.0373060467135 |
| 1999-07-01 | 41.2624163610221 |
| 1999-08-01 | 41.5589183826751 |
| 1999-09-01 | 41.1858701162774 |
| 1999-10-01 | 41.7880786588239 |
| 1999-11-01 | 42.0349547679690 |
| 1999-12-01 | 42.0289207348715 |
| 2000-01-01 | 41.9586701393715 |
| 2000-02-01 | 41.9646403972707 |
| 2000-03-01 | 41.7328309053785 |
| 2000-04-01 | 41.8270264889141 |
| 2000-05-01 | 41.3732048724956 |
| 2000-06-01 | 41.9111930094599 |
| 2000-07-01 | 41.8325209891404 |
| 2000-08-01 | 41.4469717001324 |
| 2000-09-01 | 41.5815750812725 |
| 2000-10-01 | 41.0856096250713 |
| 2000-11-01 | 40.2019795004164 |
| 2000-12-01 | 40.7319660340031 |
| 2001-01-01 | 40.5163004039577 |
| 2001-02-01 | 40.2972739117223 |
| 2001-03-01 | 40.1468881732871 |
| 2001-04-01 | 39.8467889105209 |
| 2001-05-01 | 39.3412876824056 |
| 2001-06-01 | 39.2536774394774 |
| 2001-07-01 | 38.9827270122905 |
| 2001-08-01 | 38.9629583228389 |
| 2001-09-01 | 38.6000820613042 |
| 2001-10-01 | 37.5018296053890 |
| 2001-11-01 | 37.2979434975236 |
| 2001-12-01 | 36.9464888024121 |
| 2002-01-01 | 36.2654764708585 |
| 2002-02-01 | 36.3372501922209 |
| 2002-03-01 | 36.0172852247916 |
| 2002-04-01 | 35.9375468666167 |
| 2002-05-01 | 35.7989535817439 |
| 2002-06-01 | 35.6071337133521 |
| 2002-07-01 | 35.1279265670216 |
| 2002-08-01 | 34.9864299492436 |
| 2002-09-01 | 34.6393701784044 |
| 2002-10-01 | 34.4381836136474 |
| 2002-11-01 | 34.0093008285991 |
| 2002-12-01 | 33.7694900349610 |
| 2003-01-01 | 33.4952495351457 |
| 2003-02-01 | 33.2673194447970 |
| 2003-03-01 | 33.0832705922317 |
| 2003-04-01 | 32.7082330065813 |
| 2003-05-01 | 32.5385797246716 |
| 2003-06-01 | 32.2741044067156 |
| 2003-07-01 | 32.2735969287573 |
| 2003-08-01 | 32.1300902147796 |
| 2003-09-01 | 32.0796259357903 |
| 2003-10-01 | 31.8725607608298 |
| 2003-11-01 | 31.9397142552202 |
| 2003-12-01 | 31.8967954796044 |
| 2004-01-01 | 31.7993836676490 |
| 2004-02-01 | 31.8864524087281 |
| 2004-03-01 | 31.8321026460049 |
| 2004-04-01 | 31.7860484697820 |
| 2004-05-01 | 31.8894210982576 |
| 2004-06-01 | 31.6780375995836 |
| 2004-07-01 | 31.5164412200803 |
| 2004-08-01 | 31.3709558700393 |
| 2004-09-01 | 31.3110870375700 |
| 2004-10-01 | 31.3031881256332 |
| 2004-11-01 | 31.3562452797071 |
| 2004-12-01 | 31.4187006849250 |
| 2005-01-01 | 31.3915600398081 |
| 2005-02-01 | 31.2911946759570 |
| 2005-03-01 | 31.4032289163129 |
| 2005-04-01 | 31.4611553413842 |
| 2005-05-01 | 31.5684411472173 |
| 2005-06-01 | 31.6096480379836 |
| 2005-07-01 | 31.5667832787741 |
| 2005-08-01 | 31.5016765842654 |
| 2005-09-01 | 31.5211923079455 |
| 2005-10-01 | 31.7155421593151 |
| 2005-11-01 | 31.7635227422788 |
| 2005-12-01 | 31.8270968755505 |
| 2006-01-01 | 32.0679530830202 |
| 2006-02-01 | 32.1973060831138 |
| 2006-03-01 | 32.1921828210794 |
| 2006-04-01 | 32.5453072557758 |
| 2006-05-01 | 32.2716098540741 |
| 2006-06-01 | 32.2734561283447 |
| 2006-07-01 | 32.3323355386200 |
| 2006-08-01 | 32.3075023018508 |
| 2006-09-01 | 32.3165189161048 |
| 2006-10-01 | 32.2032805406323 |
| 2006-11-01 | 32.1570480732185 |
| 2006-12-01 | 32.0320637366489 |
| 2007-01-01 | 31.7522889355648 |
| 2007-02-01 | 31.7975979837451 |
| 2007-03-01 | 31.9027209231775 |
| 2007-04-01 | 31.7226303383570 |
| 2007-05-01 | 31.7801032016774 |
| 2007-06-01 | 31.7474238475516 |
| 2007-07-01 | 31.6224567432937 |
| 2007-08-01 | 31.3932158534786 |
| 2007-09-01 | 31.3031769131532 |
| 2007-10-01 | 31.1809862880070 |
| 2007-11-01 | 31.1572350359862 |
| 2007-12-01 | 30.9284160728382 |
| 2008-01-01 | 31.1436214573209 |
| 2008-02-01 | 31.2001651862613 |
| 2008-03-01 | 31.2128037739868 |
| 2008-04-01 | 31.3077960165497 |
| 2008-05-01 | 31.0730424167549 |
| 2008-06-01 | 31.0066666534288 |
| 2008-07-01 | 31.0207646994280 |
| 2008-08-01 | 30.9774249626012 |
| 2008-09-01 | 30.7988723589650 |
| 2008-10-01 | 30.5667964268498 |
| 2008-11-01 | 30.2741517444871 |
| 2008-12-01 | 30.1280441847879 |
| 2009-01-01 | 29.5463090182645 |
| 2009-02-01 | 28.9971690161282 |
| 2009-03-01 | 28.3102901916662 |
| 2009-04-01 | 27.6761504644397 |
| 2009-05-01 | 27.2585229512440 |
| 2009-06-01 | 27.3280408512165 |
| 2009-07-01 | 27.4255143222309 |
| 2009-08-01 | 27.4730838165591 |
| 2009-09-01 | 27.5105716951075 |
| 2009-10-01 | 27.5722331788411 |
| 2009-11-01 | 27.6089562935309 |
| 2009-12-01 | 27.5357962461800 |
| 2010-01-01 | 27.4477743847863 |
| 2010-02-01 | 27.5843517699689 |
| 2010-03-01 | 27.7953963842859 |
| 2010-04-01 | 27.9492893716618 |
| 2010-05-01 | 27.9273631997331 |
| 2010-06-01 | 27.8074760318356 |
| 2010-07-01 | 27.8290632486105 |
| 2010-08-01 | 27.8834156055575 |
| 2010-09-01 | 27.9426335455940 |
| 2010-10-01 | 27.9918624517374 |
| 2010-11-01 | 28.0507175605284 |
| 2010-12-01 | 28.2622738084569 |
| 2011-01-01 | 28.3579655148142 |
| 2011-02-01 | 28.4667819798185 |
| 2011-03-01 | 28.5555410109198 |
| 2011-04-01 | 28.7130716484381 |
| 2011-05-01 | 28.9981374066986 |
| 2011-06-01 | 29.2626824767634 |
| 2011-07-01 | 29.0264676295709 |
| 2011-08-01 | 29.1086081540043 |
| 2011-09-01 | 29.0788067305639 |
| 2011-10-01 | 29.2257763924656 |
| 2011-11-01 | 29.1910017297038 |
| 2011-12-01 | 29.5975842094962 |
| 2012-01-01 | 29.5661353963231 |
| 2012-02-01 | 29.3389874830762 |
| 2012-03-01 | 29.6121397914104 |
| 2012-04-01 | 29.5885995455602 |
| 2012-05-01 | 29.5716563652555 |
| 2012-06-01 | 29.8057862085493 |
| 2012-07-01 | 29.9273390876702 |
| 2012-08-01 | 29.6393650458233 |
| 2012-09-01 | 29.7134809945323 |
| 2012-10-01 | 29.6600038265135 |
| 2012-11-01 | 29.7202730455652 |
| 2012-12-01 | 29.7273308340677 |
| 2013-01-01 | 29.7707454169116 |
| 2013-02-01 | 29.9153722784414 |
| 2013-03-01 | 29.8653699315007 |
| 2013-04-01 | 29.8634260751689 |
| 2013-05-01 | 29.8692412579179 |
| 2013-06-01 | 29.8642061820153 |
| 2013-07-01 | 29.8304494945029 |
| 2013-08-01 | 29.8705788376028 |
| 2013-09-01 | 29.8355163585599 |
| 2013-10-01 | 29.8858240240129 |
| 2013-11-01 | 29.9295856221811 |
| 2013-12-01 | 29.8477012730360 |
| 2014-01-01 | 29.8716232053190 |
| 2014-02-01 | 29.8797946395382 |
| 2014-03-01 | 30.0422726244703 |
| 2014-04-01 | 30.0499534321564 |
| 2014-05-01 | 30.0711411324071 |
| 2014-06-01 | 30.1464533000188 |
| 2014-07-01 | 30.3503071870080 |
| 2014-08-01 | 30.2894202787176 |
| 2014-09-01 | 30.3450455853516 |
| 2014-10-01 | 30.4012086605539 |
| 2014-11-01 | 30.4193549838475 |
| 2014-12-01 | 30.4511707418487 |
| 2015-01-01 | 30.5742375266171 |
| 2015-02-01 | 30.6617372883692 |
| 2015-03-01 | 30.6224087430568 |
| 2015-04-01 | 30.7411587908783 |
| 2015-05-01 | 30.7779122233660 |
| 2015-06-01 | 30.8448093880271 |
| 2015-07-01 | 30.7709923335279 |
| 2015-08-01 | 30.8009991650957 |
| 2015-09-01 | 30.8515823216954 |
| 2015-10-01 | 30.7066390356746 |
| 2015-11-01 | 30.8099625470512 |
| 2015-12-01 | 30.8450011401984 |
| 2016-01-01 | 30.8760473853051 |
| 2016-02-01 | 30.6460857363396 |
| 2016-03-01 | 30.7140598872262 |
| 2016-04-01 | 30.4326415648446 |
| 2016-05-01 | 30.4792781646167 |
| 2016-06-01 | 30.4443883643262 |
| 2016-07-01 | 30.4993183624864 |
| 2016-08-01 | 30.5061263312914 |
| 2016-09-01 | 30.5637528027048 |
| 2016-10-01 | 30.8059494233167 |
| 2016-11-01 | 30.7012190631333 |
| 2016-12-01 | 30.7326822292486 |
| 2017-01-01 | 30.7782591385756 |
| 2017-02-01 | 30.9412732761125 |
| 2017-03-01 | 30.9015855085505 |
| 2017-04-01 | 31.0268995837781 |
| 2017-05-01 | 31.0816179519132 |
| 2017-06-01 | 31.0422614658593 |
| 2017-07-01 | 31.0169106592115 |
| 2017-08-01 | 31.1094122317050 |
| 2017-09-01 | 31.1841323320426 |
| 2017-10-01 | 31.0991691062250 |
| 2017-11-01 | 31.1943157709412 |
| 2017-12-01 | 31.2280175954465 |
| 2018-01-01 | 31.2870447774167 |
| 2018-02-01 | 31.2346716689093 |
| 2018-03-01 | 31.2854786895581 |
| 2018-04-01 | 31.3229594766008 |
| 2018-05-01 | 31.4870139853513 |
| 2018-06-01 | 31.6355854803526 |
| 2018-07-01 | 31.7288824122042 |
| 2018-08-01 | 31.8073236280390 |
| 2018-09-01 | 31.8073795117484 |
| 2018-10-01 | 31.8861438722984 |
| 2018-11-01 | 31.8800616210058 |
| 2018-12-01 | 32.0356602115734 |
| 2019-01-01 | 32.1002527907376 |
| 2019-02-01 | 32.1361149122689 |
| 2019-03-01 | 32.2689233329164 |
| 2019-04-01 | 32.3256873291384 |
| 2019-05-01 | 32.1978463920356 |
| 2019-06-01 | 32.0265390823086 |
| 2019-07-01 | 32.2268935171889 |
| 2019-08-01 | 32.1923260401607 |
| 2019-09-01 | 32.2299206382382 |
| 2019-10-01 | 32.2639668939485 |
| 2019-11-01 | 32.2702285738711 |
| 2019-12-01 | 32.1557600398134 |
| 2020-01-01 | 32.0157321445807 |
| 2020-02-01 | 32.0442218365284 |
| 2020-03-01 | 31.8635010619189 |
| 2020-04-01 | 24.5213327202973 |
| 2020-05-01 | 26.9099282530789 |
| 2020-06-01 | 29.3197950895592 |
| 2020-07-01 | 28.8210888252425 |
| 2020-08-01 | 28.6665366614462 |
| 2020-09-01 | 28.9383062216738 |
| 2020-10-01 | 28.9425374381124 |
| 2020-11-01 | 28.9646562557484 |
| 2020-12-01 | 29.0798086097717 |
| 2021-01-01 | 29.3293346663536 |
| 2021-02-01 | 29.1596962277046 |
| 2021-03-01 | 29.3737419588859 |
| 2021-04-01 | 29.2167837193417 |
| 2021-05-01 | 29.3111915239381 |
| 2021-06-01 | 29.5209684289185 |
| 2021-07-01 | 29.6061485400899 |
| 2021-08-01 | 29.6356682675981 |
| 2021-09-01 | 29.7339963305905 |
| 2021-10-01 | 29.9333972254501 |
| 2021-11-01 | 30.0674814985692 |
| 2021-12-01 | 30.1004709849844 |
| 2022-01-01 | 29.8341715782181 |
| 2022-02-01 | 30.4820172370232 |
| 2022-03-01 | 30.5933035916701 |
| 2022-04-01 | 30.7129447029191 |
| 2022-05-01 | 30.8021852478815 |
| 2022-06-01 | 31.0193201479281 |
| 2022-07-01 | 31.0861346565414 |
| 2022-08-01 | 31.3086341829279 |
| 2022-09-01 | 31.3238192044341 |
| 2022-10-01 | 31.4388297353857 |
| 2022-11-01 | 31.4823219552884 |
| 2022-12-01 | 31.4159632744600 |
| 2023-01-01 | 31.4265451681012 |
| 2023-02-01 | 31.5020675713500 |
| 2023-03-01 | 31.5156025630448 |
| 2023-04-01 | 31.7162692779031 |
| 2023-05-01 | 31.6799073408362 |
| 2023-06-01 | 31.6123426682018 |
| 2023-07-01 | 31.6656260588099 |
| 2023-08-01 | 31.7909952065813 |
| 2023-09-01 | 31.8159577830654 |
| 2023-10-01 | 31.6589491467671 |
| 2023-11-01 | 31.5047648212914 |
| 2023-12-01 | 31.5207329488683 |
| 2024-01-01 | 31.5142660251982 |
| 2024-02-01 | 31.4183838582609 |
| 2024-03-01 | 31.4313368422156 |
| 2024-04-01 | 31.4168358533587 |
| 2024-05-01 | 31.3543623088960 |
| 2024-06-01 | 31.3015318302752 |
| 2024-07-01 | 31.4496957702135 |
| 2024-08-01 | 31.3855537652746 |
| 2024-09-01 | 31.5132449069738 |
| 2024-10-01 | 31.4822578459931 |
| 2024-11-01 | 31.6315369536193 |
| 2024-12-01 | 31.6189789543525 |
| 2025-01-01 | 31.6004557294735 |
| 2025-02-01 | 31.5239090895863 |
| 2025-03-01 | 31.4377981056543 |
| 2025-04-01 | 31.4212855454550 |
| 2025-05-01 | 31.4277865083479 |
| 2025-06-01 | 31.3917129472042 |
| 2025-07-01 | 31.2391644504443 |
| 2025-08-01 | 31.0931304117461 |
| 2025-09-01 | 30.9136004068832 |
| 2025-10-01 | 30.7072946672512 |
| 2025-11-01 | 30.7487350930871 |
| 2025-12-01 | 30.8123256257024 |
| 2026-01-01 | 30.8894678164775 |
| 2026-02-01 | 30.8247930751800 |
| 2026-03-01 | 30.8349882944206 |
| 2026-04-01 | 30.7298052948999 |
| 2026-05-01 | 30.8131259134280 |
| 2026-06-01 | 30.7781589036526 |