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 2026-04-01 |
| Last Updated | 2026-05-26 2:47 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 | 45.2229064661470 |
| 1990-02-01 | 45.1072714981236 |
| 1990-03-01 | 44.8911562587428 |
| 1990-04-01 | 44.9094378779693 |
| 1990-05-01 | 44.7685413962839 |
| 1990-06-01 | 44.4319288770189 |
| 1990-07-01 | 44.5703179881706 |
| 1990-08-01 | 43.5885911140042 |
| 1990-09-01 | 44.2241412555194 |
| 1990-10-01 | 44.1106116581798 |
| 1990-11-01 | 43.8954569793087 |
| 1990-12-01 | 43.4064791845795 |
| 1991-01-01 | 42.9228414605260 |
| 1991-02-01 | 42.2060303462627 |
| 1991-03-01 | 42.2684327162071 |
| 1991-04-01 | 41.8980228640375 |
| 1991-05-01 | 41.7313318395954 |
| 1991-06-01 | 42.1139080748860 |
| 1991-07-01 | 41.9805874620756 |
| 1991-08-01 | 42.2137551782682 |
| 1991-09-01 | 42.3393315885185 |
| 1991-10-01 | 42.4521624930982 |
| 1991-11-01 | 42.2272771307171 |
| 1991-12-01 | 41.8196667654381 |
| 1992-01-01 | 42.5272720404386 |
| 1992-02-01 | 42.5850287981093 |
| 1992-03-01 | 42.7163399220029 |
| 1992-04-01 | 42.8754124803082 |
| 1992-05-01 | 42.2759081501580 |
| 1992-06-01 | 42.3680635399719 |
| 1992-07-01 | 42.9948785705626 |
| 1992-08-01 | 42.9560890895813 |
| 1992-09-01 | 42.7566344148175 |
| 1992-10-01 | 42.9349264299433 |
| 1992-11-01 | 42.8945160923261 |
| 1992-12-01 | 42.8384374424774 |
| 1993-01-01 | 42.6169862318223 |
| 1993-02-01 | 42.5634817613387 |
| 1993-03-01 | 41.9506520152316 |
| 1993-04-01 | 42.1196927580845 |
| 1993-05-01 | 42.0151405414400 |
| 1993-06-01 | 41.6226532580082 |
| 1993-07-01 | 41.1904222984767 |
| 1993-08-01 | 41.1004627249940 |
| 1993-09-01 | 41.0947253559739 |
| 1993-10-01 | 42.2262887726302 |
| 1993-11-01 | 42.3772286386367 |
| 1993-12-01 | 42.4757987663255 |
| 1994-01-01 | 42.7021407558865 |
| 1994-02-01 | 42.6221471743286 |
| 1994-03-01 | 42.8800887595877 |
| 1994-04-01 | 42.8512822412615 |
| 1994-05-01 | 43.0644532831244 |
| 1994-06-01 | 42.9819261946541 |
| 1994-07-01 | 42.9951060271583 |
| 1994-08-01 | 42.9298208729794 |
| 1994-09-01 | 43.0189651772478 |
| 1994-10-01 | 43.0181799761522 |
| 1994-11-01 | 43.0692604570736 |
| 1994-12-01 | 43.1285285635891 |
| 1995-01-01 | 42.8558356446800 |
| 1995-02-01 | 43.0882075290507 |
| 1995-03-01 | 42.9314843291761 |
| 1995-04-01 | 42.7752162735105 |
| 1995-05-01 | 42.8314324176279 |
| 1995-06-01 | 42.8799035954868 |
| 1995-07-01 | 42.8890983583379 |
| 1995-08-01 | 42.7415112321360 |
| 1995-09-01 | 42.8363970240605 |
| 1995-10-01 | 42.4626502714106 |
| 1995-11-01 | 42.4429167128061 |
| 1995-12-01 | 42.3914908051580 |
| 1996-01-01 | 40.9086629633215 |
| 1996-02-01 | 41.8335954641649 |
| 1996-03-01 | 42.0076877043081 |
| 1996-04-01 | 42.1391709190621 |
| 1996-05-01 | 42.0345505735844 |
| 1996-06-01 | 42.2978349090579 |
| 1996-07-01 | 42.0932050133309 |
| 1996-08-01 | 42.0244680567488 |
| 1996-09-01 | 41.9236845599607 |
| 1996-10-01 | 42.1755853144859 |
| 1996-11-01 | 42.1855045004066 |
| 1996-12-01 | 42.2454730886310 |
| 1997-01-01 | 42.6585848003826 |
| 1997-02-01 | 42.7952006865151 |
| 1997-03-01 | 43.0256777063708 |
| 1997-04-01 | 43.0263584033141 |
| 1997-05-01 | 42.7550302272505 |
| 1997-06-01 | 42.7235409625417 |
| 1997-07-01 | 42.3819558447208 |
| 1997-08-01 | 42.9042250066076 |
| 1997-09-01 | 42.7145815740365 |
| 1997-10-01 | 42.5495025665419 |
| 1997-11-01 | 42.4935075726668 |
| 1997-12-01 | 42.4917539801885 |
| 1998-01-01 | 42.5294888476470 |
| 1998-02-01 | 42.3583522629455 |
| 1998-03-01 | 42.2569746249788 |
| 1998-04-01 | 42.8460760132728 |
| 1998-05-01 | 42.4815194165891 |
| 1998-06-01 | 41.8461614703905 |
| 1998-07-01 | 40.1770194593794 |
| 1998-08-01 | 41.5726508178316 |
| 1998-09-01 | 41.5979466028963 |
| 1998-10-01 | 41.5215633211456 |
| 1998-11-01 | 41.1650841333895 |
| 1998-12-01 | 41.1148563470237 |
| 1999-01-01 | 41.2261546776847 |
| 1999-02-01 | 41.2559397937192 |
| 1999-03-01 | 41.1065500735171 |
| 1999-04-01 | 40.8818327114820 |
| 1999-05-01 | 40.9832188010841 |
| 1999-06-01 | 41.0373016225921 |
| 1999-07-01 | 41.2624276039873 |
| 1999-08-01 | 41.5589120398059 |
| 1999-09-01 | 41.1857916510789 |
| 1999-10-01 | 41.7881022347612 |
| 1999-11-01 | 42.0349712374235 |
| 1999-12-01 | 42.0289342365737 |
| 2000-01-01 | 41.9586814290164 |
| 2000-02-01 | 41.9646488605197 |
| 2000-03-01 | 41.7328342844491 |
| 2000-04-01 | 41.8270275753266 |
| 2000-05-01 | 41.3732112445862 |
| 2000-06-01 | 41.9111846933069 |
| 2000-07-01 | 41.8325181390443 |
| 2000-08-01 | 41.4469654968114 |
| 2000-09-01 | 41.5814847799248 |
| 2000-10-01 | 41.0856485600382 |
| 2000-11-01 | 40.2020033630998 |
| 2000-12-01 | 40.7319854690300 |
| 2001-01-01 | 40.5163155902225 |
| 2001-02-01 | 40.2972846358541 |
| 2001-03-01 | 40.1468912099017 |
| 2001-04-01 | 39.8467880418123 |
| 2001-05-01 | 39.3412861248446 |
| 2001-06-01 | 39.2536657008447 |
| 2001-07-01 | 38.9827138545482 |
| 2001-08-01 | 38.9629528131702 |
| 2001-09-01 | 38.5999964169042 |
| 2001-10-01 | 37.5018754551876 |
| 2001-11-01 | 37.2979699621885 |
| 2001-12-01 | 36.9465106260872 |
| 2002-01-01 | 36.2654928170115 |
| 2002-02-01 | 36.3372608563131 |
| 2002-03-01 | 36.0172873801021 |
| 2002-04-01 | 35.9375443403105 |
| 2002-05-01 | 35.7989452799446 |
| 2002-06-01 | 35.6071207464785 |
| 2002-07-01 | 35.1279076261367 |
| 2002-08-01 | 34.9864252086272 |
| 2002-09-01 | 34.6393002904215 |
| 2002-10-01 | 34.4382320880448 |
| 2002-11-01 | 34.0093252684837 |
| 2002-12-01 | 33.7695094690580 |
| 2003-01-01 | 33.4952632805213 |
| 2003-02-01 | 33.2673274025303 |
| 2003-03-01 | 33.0832698762062 |
| 2003-04-01 | 32.7082279344798 |
| 2003-05-01 | 32.5385706705476 |
| 2003-06-01 | 32.2740925866958 |
| 2003-07-01 | 32.2735812185170 |
| 2003-08-01 | 32.1300845511775 |
| 2003-09-01 | 32.0795835794768 |
| 2003-10-01 | 31.8725979066230 |
| 2003-11-01 | 31.9397317937185 |
| 2003-12-01 | 31.8968097973246 |
| 2004-01-01 | 31.7993930467602 |
| 2004-02-01 | 31.8864567535742 |
| 2004-03-01 | 31.8321005365699 |
| 2004-04-01 | 31.7860430645474 |
| 2004-05-01 | 31.8894138122812 |
| 2004-06-01 | 31.6780294728311 |
| 2004-07-01 | 31.5164308938614 |
| 2004-08-01 | 31.3709503251969 |
| 2004-09-01 | 31.3110685405679 |
| 2004-10-01 | 31.3032126096153 |
| 2004-11-01 | 31.3562542941052 |
| 2004-12-01 | 31.4187088056943 |
| 2005-01-01 | 31.3915647950902 |
| 2005-02-01 | 31.2911958634050 |
| 2005-03-01 | 31.4032264126944 |
| 2005-04-01 | 31.4611510816742 |
| 2005-05-01 | 31.5684368023620 |
| 2005-06-01 | 31.6096441197652 |
| 2005-07-01 | 31.5667793357695 |
| 2005-08-01 | 31.5016734296180 |
| 2005-09-01 | 31.5211876839413 |
| 2005-10-01 | 31.7155529011895 |
| 2005-11-01 | 31.7635256066369 |
| 2005-12-01 | 31.8271006209926 |
| 2006-01-01 | 32.0679548688436 |
| 2006-02-01 | 32.1973059893623 |
| 2006-03-01 | 32.1921816518924 |
| 2006-04-01 | 32.5453051848864 |
| 2006-05-01 | 32.2716078795609 |
| 2006-06-01 | 32.2734548043717 |
| 2006-07-01 | 32.3323341503762 |
| 2006-08-01 | 32.3075012540167 |
| 2006-09-01 | 32.3165153245652 |
| 2006-10-01 | 32.2032861481898 |
| 2006-11-01 | 32.1570495734977 |
| 2006-12-01 | 32.0320659089472 |
| 2007-01-01 | 31.7522898634195 |
| 2007-02-01 | 31.7975981734529 |
| 2007-03-01 | 31.9027205560286 |
| 2007-04-01 | 31.7226292641130 |
| 2007-05-01 | 31.7801021578878 |
| 2007-06-01 | 31.7474228826289 |
| 2007-07-01 | 31.6224549962180 |
| 2007-08-01 | 31.3932140585194 |
| 2007-09-01 | 31.3031740695652 |
| 2007-10-01 | 31.1809877341082 |
| 2007-11-01 | 31.1572382667700 |
| 2007-12-01 | 30.9284202117028 |
| 2008-01-01 | 31.1436241132562 |
| 2008-02-01 | 31.2001662898313 |
| 2008-03-01 | 31.2128038913051 |
| 2008-04-01 | 31.3077955893102 |
| 2008-05-01 | 31.0730397127963 |
| 2008-06-01 | 31.0066634537911 |
| 2008-07-01 | 31.0207607468079 |
| 2008-08-01 | 30.9774209821191 |
| 2008-09-01 | 30.7988677948308 |
| 2008-10-01 | 30.5667937309659 |
| 2008-11-01 | 30.2741568238462 |
| 2008-12-01 | 30.1280663614384 |
| 2009-01-01 | 29.5463089675174 |
| 2009-02-01 | 28.9971687397420 |
| 2009-03-01 | 28.3102915117639 |
| 2009-04-01 | 27.6761513145699 |
| 2009-05-01 | 27.2585175391611 |
| 2009-06-01 | 27.3280324031293 |
| 2009-07-01 | 27.4255039395737 |
| 2009-08-01 | 27.4730765405667 |
| 2009-09-01 | 27.5105652926042 |
| 2009-10-01 | 27.5722275742156 |
| 2009-11-01 | 27.6089654501329 |
| 2009-12-01 | 27.5358394155750 |
| 2010-01-01 | 27.4477756880591 |
| 2010-02-01 | 27.5843545501591 |
| 2010-03-01 | 27.7954028711924 |
| 2010-04-01 | 27.9492915492258 |
| 2010-05-01 | 27.9273475416596 |
| 2010-06-01 | 27.8074443969387 |
| 2010-07-01 | 27.8290240801998 |
| 2010-08-01 | 27.8833910772954 |
| 2010-09-01 | 27.9426296764731 |
| 2010-10-01 | 27.9918804902766 |
| 2010-11-01 | 28.0507731966361 |
| 2010-12-01 | 28.2623859493284 |
| 2011-01-01 | 28.3579958083638 |
| 2011-02-01 | 28.4667737503242 |
| 2011-03-01 | 28.5554964522743 |
| 2011-04-01 | 28.7130072080147 |
| 2011-05-01 | 28.9980721925040 |
| 2011-06-01 | 29.2626276553613 |
| 2011-07-01 | 29.0263438215392 |
| 2011-08-01 | 29.1086057002001 |
| 2011-09-01 | 29.0788514455124 |
| 2011-10-01 | 29.2258804862524 |
| 2011-11-01 | 29.1911775781612 |
| 2011-12-01 | 29.5978338692409 |
| 2012-01-01 | 29.5662375661271 |
| 2012-02-01 | 29.3389253978477 |
| 2012-03-01 | 29.6119328267645 |
| 2012-04-01 | 29.5883339359922 |
| 2012-05-01 | 29.5714481476982 |
| 2012-06-01 | 29.8057025909810 |
| 2012-07-01 | 29.9271740160671 |
| 2012-08-01 | 29.6393938165733 |
| 2012-09-01 | 29.7135409303213 |
| 2012-10-01 | 29.6604691907924 |
| 2012-11-01 | 29.7206057132033 |
| 2012-12-01 | 29.7277217595006 |
| 2013-01-01 | 29.7710129896514 |
| 2013-02-01 | 29.9156029462349 |
| 2013-03-01 | 29.8647615515341 |
| 2013-04-01 | 29.8618004538024 |
| 2013-05-01 | 29.8693393793582 |
| 2013-06-01 | 29.8643094358379 |
| 2013-07-01 | 29.8302983055469 |
| 2013-08-01 | 29.8706925306267 |
| 2013-09-01 | 29.8356875985270 |
| 2013-10-01 | 29.8867179136631 |
| 2013-11-01 | 29.9300624391682 |
| 2013-12-01 | 29.8482385594070 |
| 2014-01-01 | 29.8720682409345 |
| 2014-02-01 | 29.8802774177490 |
| 2014-03-01 | 30.0411753378221 |
| 2014-04-01 | 30.0468714503284 |
| 2014-05-01 | 30.0714844108281 |
| 2014-06-01 | 30.1467436555668 |
| 2014-07-01 | 30.3503035750432 |
| 2014-08-01 | 30.2896714342492 |
| 2014-09-01 | 30.3453580981563 |
| 2014-10-01 | 30.4025402797298 |
| 2014-11-01 | 30.4199561211542 |
| 2014-12-01 | 30.4518198335778 |
| 2015-01-01 | 30.5748274158655 |
| 2015-02-01 | 30.6624435314922 |
| 2015-03-01 | 30.6207948913070 |
| 2015-04-01 | 30.7366164950926 |
| 2015-05-01 | 30.7785334129508 |
| 2015-06-01 | 30.8453447380664 |
| 2015-07-01 | 30.7712194950725 |
| 2015-08-01 | 30.8014887866517 |
| 2015-09-01 | 30.8521025036991 |
| 2015-10-01 | 30.7081395330971 |
| 2015-11-01 | 30.8106357419120 |
| 2015-12-01 | 30.8456804492261 |
| 2016-01-01 | 30.8766404979256 |
| 2016-02-01 | 30.6467371383774 |
| 2016-03-01 | 30.7124014556213 |
| 2016-04-01 | 30.4270554017148 |
| 2016-05-01 | 30.4800857380648 |
| 2016-06-01 | 30.4450001180250 |
| 2016-07-01 | 30.4999455852181 |
| 2016-08-01 | 30.5068504039294 |
| 2016-09-01 | 30.5643916897559 |
| 2016-10-01 | 30.8074820121339 |
| 2016-11-01 | 30.7018546869317 |
| 2016-12-01 | 30.7332406917172 |
| 2017-01-01 | 30.7787554625776 |
| 2017-02-01 | 30.9419406690578 |
| 2017-03-01 | 30.9000090238946 |
| 2017-04-01 | 31.0202516024160 |
| 2017-05-01 | 31.0828211899459 |
| 2017-06-01 | 31.0434343055640 |
| 2017-07-01 | 31.0178281169478 |
| 2017-08-01 | 31.1103169800616 |
| 2017-09-01 | 31.1848228417446 |
| 2017-10-01 | 31.1003580095987 |
| 2017-11-01 | 31.1947598818566 |
| 2017-12-01 | 31.2283245471017 |
| 2018-01-01 | 31.2874126432396 |
| 2018-02-01 | 31.2348862845466 |
| 2018-03-01 | 31.2845854837926 |
| 2018-04-01 | 31.3163940591334 |
| 2018-05-01 | 31.4881862511983 |
| 2018-06-01 | 31.6371207034094 |
| 2018-07-01 | 31.7300271891601 |
| 2018-08-01 | 31.8083221842501 |
| 2018-09-01 | 31.8080091806832 |
| 2018-10-01 | 31.8868837392411 |
| 2018-11-01 | 31.8802586574868 |
| 2018-12-01 | 32.0356779921498 |
| 2019-01-01 | 32.1004952055566 |
| 2019-02-01 | 32.1358402997774 |
| 2019-03-01 | 32.2686002092884 |
| 2019-04-01 | 32.3200919904112 |
| 2019-05-01 | 32.1987304580716 |
| 2019-06-01 | 32.0284249290782 |
| 2019-07-01 | 32.2280303481181 |
| 2019-08-01 | 32.1933417679193 |
| 2019-09-01 | 32.2304306985433 |
| 2019-10-01 | 32.2642353909958 |
| 2019-11-01 | 32.2701832283374 |
| 2019-12-01 | 32.1555044717306 |
| 2020-01-01 | 32.0158909102984 |
| 2020-02-01 | 32.0435205904778 |
| 2020-03-01 | 31.8638954444198 |
| 2020-04-01 | 24.5169024613157 |
| 2020-05-01 | 26.9104779015332 |
| 2020-06-01 | 29.3214672846307 |
| 2020-07-01 | 28.8220480201841 |
| 2020-08-01 | 28.6676593411276 |
| 2020-09-01 | 28.9390859019368 |
| 2020-10-01 | 28.9426156672702 |
| 2020-11-01 | 28.9644642423318 |
| 2020-12-01 | 29.0793462969197 |
| 2021-01-01 | 29.3292153692919 |
| 2021-02-01 | 29.1586708688931 |
| 2021-03-01 | 29.3738823420712 |
| 2021-04-01 | 29.2131848289347 |
| 2021-05-01 | 29.3116685117649 |
| 2021-06-01 | 29.5227962935561 |
| 2021-07-01 | 29.6070217657615 |
| 2021-08-01 | 29.6370902152466 |
| 2021-09-01 | 29.7353792252210 |
| 2021-10-01 | 29.9336940254004 |
| 2021-11-01 | 30.0674038191534 |
| 2021-12-01 | 30.0998272281407 |
| 2022-01-01 | 29.8332600820347 |
| 2022-02-01 | 30.4797561329376 |
| 2022-03-01 | 30.5923704696746 |
| 2022-04-01 | 30.7100019664962 |
| 2022-05-01 | 30.8027340145168 |
| 2022-06-01 | 31.0217310243876 |
| 2022-07-01 | 31.0877677800861 |
| 2022-08-01 | 31.3110338972235 |
| 2022-09-01 | 31.3263227445912 |
| 2022-10-01 | 31.4398250766556 |
| 2022-11-01 | 31.4824264067220 |
| 2022-12-01 | 31.4147185192495 |
| 2023-01-01 | 31.4238972947456 |
| 2023-02-01 | 31.4979249850327 |
| 2023-03-01 | 31.5113702696575 |
| 2023-04-01 | 31.7103198573335 |
| 2023-05-01 | 31.6859894524304 |
| 2023-06-01 | 31.6162446642789 |
| 2023-07-01 | 31.6687941006558 |
| 2023-08-01 | 31.7949897182148 |
| 2023-09-01 | 31.8198066668025 |
| 2023-10-01 | 31.6605343618789 |
| 2023-11-01 | 31.5044767507018 |
| 2023-12-01 | 31.5180005517099 |
| 2024-01-01 | 31.5087273141083 |
| 2024-02-01 | 31.4113806715578 |
| 2024-03-01 | 31.4230773666113 |
| 2024-04-01 | 31.4068532045365 |
| 2024-05-01 | 31.3675861208074 |
| 2024-06-01 | 31.3110233239271 |
| 2024-07-01 | 31.4542927785628 |
| 2024-08-01 | 31.3909914531256 |
| 2024-09-01 | 31.5181894220482 |
| 2024-10-01 | 31.4838648078469 |
| 2024-11-01 | 31.6302005164231 |
| 2024-12-01 | 31.6142185400087 |
| 2025-01-01 | 31.5917121991200 |
| 2025-02-01 | 31.5139423715063 |
| 2025-03-01 | 31.4250485266371 |
| 2025-04-01 | 31.4061683259540 |
| 2025-05-01 | 31.4499582608945 |
| 2025-06-01 | 31.4089038701260 |
| 2025-07-01 | 31.2447113146270 |
| 2025-08-01 | 31.0994409418009 |
| 2025-09-01 | 30.9189599327488 |
| 2025-10-01 | 30.7084013893817 |
| 2025-11-01 | 30.7459262494390 |
| 2025-12-01 | 30.8052437908950 |
| 2026-01-01 | 30.8774478933157 |
| 2026-02-01 | 30.8114630798116 |
| 2026-03-01 | 30.8186452921584 |
| 2026-04-01 | 30.7117205076929 |