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 2026-07-01 |
| Last Updated | 2026-08-21 7:36 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 | 45.2229038770598 |
| 1990-02-01 | 45.1072715854880 |
| 1990-03-01 | 44.8911557888839 |
| 1990-04-01 | 44.9094379878712 |
| 1990-05-01 | 44.7685385247175 |
| 1990-06-01 | 44.4319257210446 |
| 1990-07-01 | 44.5703106155604 |
| 1990-08-01 | 43.5886160191706 |
| 1990-09-01 | 44.2241325594642 |
| 1990-10-01 | 44.1106078873072 |
| 1990-11-01 | 43.8954610553786 |
| 1990-12-01 | 43.4064785598429 |
| 1991-01-01 | 42.9228392502837 |
| 1991-02-01 | 42.2060305567351 |
| 1991-03-01 | 42.2684325175077 |
| 1991-04-01 | 41.8980230186347 |
| 1991-05-01 | 41.7313292050509 |
| 1991-06-01 | 42.1139050926489 |
| 1991-07-01 | 41.9805806093900 |
| 1991-08-01 | 42.2137765562037 |
| 1991-09-01 | 42.3393229616562 |
| 1991-10-01 | 42.4521602381687 |
| 1991-11-01 | 42.2272813165169 |
| 1991-12-01 | 41.8196664015982 |
| 1992-01-01 | 42.5272703821246 |
| 1992-02-01 | 42.5850291331533 |
| 1992-03-01 | 42.7163400941805 |
| 1992-04-01 | 42.8754127626875 |
| 1992-05-01 | 42.2759061257038 |
| 1992-06-01 | 42.3680608925258 |
| 1992-07-01 | 42.9948737673535 |
| 1992-08-01 | 42.9561008467966 |
| 1992-09-01 | 42.7566273792173 |
| 1992-10-01 | 42.9349268262757 |
| 1992-11-01 | 42.8945203372746 |
| 1992-12-01 | 42.8384388269867 |
| 1993-01-01 | 42.6169848271180 |
| 1993-02-01 | 42.5634826500581 |
| 1993-03-01 | 41.9506534688367 |
| 1993-04-01 | 42.1196930249278 |
| 1993-05-01 | 42.0151378579643 |
| 1993-06-01 | 41.6226511616070 |
| 1993-07-01 | 41.1904172849549 |
| 1993-08-01 | 41.1004654302270 |
| 1993-09-01 | 41.0947200282349 |
| 1993-10-01 | 42.2262914109220 |
| 1993-11-01 | 42.3772332264285 |
| 1993-12-01 | 42.4758029426960 |
| 1994-01-01 | 42.7021407226657 |
| 1994-02-01 | 42.6221501704268 |
| 1994-03-01 | 42.8800921210452 |
| 1994-04-01 | 42.8512823047459 |
| 1994-05-01 | 43.0644489854497 |
| 1994-06-01 | 42.9819241053976 |
| 1994-07-01 | 42.9950931225478 |
| 1994-08-01 | 42.9298171826875 |
| 1994-09-01 | 43.0189622971064 |
| 1994-10-01 | 43.0181855987202 |
| 1994-11-01 | 43.0692666345239 |
| 1994-12-01 | 43.1285369497475 |
| 1995-01-01 | 42.8558381963180 |
| 1995-02-01 | 43.0882143334886 |
| 1995-03-01 | 42.9314923089854 |
| 1995-04-01 | 42.7752193707778 |
| 1995-05-01 | 42.8314153073371 |
| 1995-06-01 | 42.8799012879931 |
| 1995-07-01 | 42.8890635385251 |
| 1995-08-01 | 42.7415146521814 |
| 1995-09-01 | 42.8364003574555 |
| 1995-10-01 | 42.4626592618515 |
| 1995-11-01 | 42.4429257285262 |
| 1995-12-01 | 42.3915029840593 |
| 1996-01-01 | 40.9086685576142 |
| 1996-02-01 | 41.8336054529507 |
| 1996-03-01 | 42.0076985893245 |
| 1996-04-01 | 42.1391754295575 |
| 1996-05-01 | 42.0345191342448 |
| 1996-06-01 | 42.2978296844761 |
| 1996-07-01 | 42.0931494064735 |
| 1996-08-01 | 42.0244807779016 |
| 1996-09-01 | 41.9237024446034 |
| 1996-10-01 | 42.1755975665731 |
| 1996-11-01 | 42.1855153288367 |
| 1996-12-01 | 42.2454862778796 |
| 1997-01-01 | 42.6585905954904 |
| 1997-02-01 | 42.7952113110753 |
| 1997-03-01 | 43.0256894562673 |
| 1997-04-01 | 43.0263628828490 |
| 1997-05-01 | 42.7549846681700 |
| 1997-06-01 | 42.7235335997219 |
| 1997-07-01 | 42.3818863834559 |
| 1997-08-01 | 42.9042432578424 |
| 1997-09-01 | 42.7146359211097 |
| 1997-10-01 | 42.5495108394876 |
| 1997-11-01 | 42.4935151711279 |
| 1997-12-01 | 42.4917612978426 |
| 1998-01-01 | 42.5294906797005 |
| 1998-02-01 | 42.3583580273825 |
| 1998-03-01 | 42.2569810738454 |
| 1998-04-01 | 42.8460763268768 |
| 1998-05-01 | 42.4814731205512 |
| 1998-06-01 | 41.8461546115211 |
| 1998-07-01 | 40.1769565286707 |
| 1998-08-01 | 41.5726677337959 |
| 1998-09-01 | 41.5980540520284 |
| 1998-10-01 | 41.5215505068047 |
| 1998-11-01 | 41.1650792047508 |
| 1998-12-01 | 41.1148518240595 |
| 1999-01-01 | 41.2261483819668 |
| 1999-02-01 | 41.2559371689917 |
| 1999-03-01 | 41.1065521027283 |
| 1999-04-01 | 40.8818324207568 |
| 1999-05-01 | 40.9831771872249 |
| 1999-06-01 | 41.0373011587400 |
| 1999-07-01 | 41.2623828932348 |
| 1999-08-01 | 41.5589286079384 |
| 1999-09-01 | 41.1859439280580 |
| 1999-10-01 | 41.7880650749875 |
| 1999-11-01 | 42.0349497342565 |
| 1999-12-01 | 42.0289141597336 |
| 2000-01-01 | 41.9586646602207 |
| 2000-02-01 | 41.9646363276714 |
| 2000-03-01 | 41.7328305010152 |
| 2000-04-01 | 41.8270262203510 |
| 2000-05-01 | 41.3731876720890 |
| 2000-06-01 | 41.9111921826281 |
| 2000-07-01 | 41.8325066267848 |
| 2000-08-01 | 41.4469796058168 |
| 2000-09-01 | 41.5816564851143 |
| 2000-10-01 | 41.0855834493913 |
| 2000-11-01 | 40.2019676458983 |
| 2000-12-01 | 40.7319533475355 |
| 2001-01-01 | 40.5162900485927 |
| 2001-02-01 | 40.2972661001400 |
| 2001-03-01 | 40.1468863298621 |
| 2001-04-01 | 39.8467888877720 |
| 2001-05-01 | 39.3412814913263 |
| 2001-06-01 | 39.2536814118344 |
| 2001-07-01 | 38.9827288914763 |
| 2001-08-01 | 38.9629631902156 |
| 2001-09-01 | 38.6001573879961 |
| 2001-10-01 | 37.5017965535588 |
| 2001-11-01 | 37.2979280470154 |
| 2001-12-01 | 36.9464727020001 |
| 2002-01-01 | 36.2654639560195 |
| 2002-02-01 | 36.3372412955512 |
| 2002-03-01 | 36.0172827359687 |
| 2002-04-01 | 35.9375472273969 |
| 2002-05-01 | 35.7989574962666 |
| 2002-06-01 | 35.6071410584001 |
| 2002-07-01 | 35.1279389964711 |
| 2002-08-01 | 34.9864325730845 |
| 2002-09-01 | 34.6394292137047 |
| 2002-10-01 | 34.4381476227596 |
| 2002-11-01 | 34.0092848473813 |
| 2002-12-01 | 33.7694750087637 |
| 2003-01-01 | 33.4952385887030 |
| 2003-02-01 | 33.2673125339490 |
| 2003-03-01 | 33.0832704328396 |
| 2003-04-01 | 32.7082361029642 |
| 2003-05-01 | 32.5385856666858 |
| 2003-06-01 | 32.2741126531945 |
| 2003-07-01 | 32.2736083390628 |
| 2003-08-01 | 32.1300942498867 |
| 2003-09-01 | 32.0796608074982 |
| 2003-10-01 | 31.8725329632601 |
| 2003-11-01 | 31.9397020179754 |
| 2003-12-01 | 31.8967842475981 |
| 2004-01-01 | 31.7993760673980 |
| 2004-02-01 | 31.8864485095785 |
| 2004-03-01 | 31.8321038706995 |
| 2004-04-01 | 31.7860523310564 |
| 2004-05-01 | 31.8894263209464 |
| 2004-06-01 | 31.6780437301747 |
| 2004-07-01 | 31.5164491368527 |
| 2004-08-01 | 31.3709602685064 |
| 2004-09-01 | 31.3111013743268 |
| 2004-10-01 | 31.3031701145857 |
| 2004-11-01 | 31.3562385663579 |
| 2004-12-01 | 31.4186944044961 |
| 2005-01-01 | 31.3915562166953 |
| 2005-02-01 | 31.2911935680846 |
| 2005-03-01 | 31.4032306867128 |
| 2005-04-01 | 31.4611584996248 |
| 2005-05-01 | 31.5684443822012 |
| 2005-06-01 | 31.6096510246766 |
| 2005-07-01 | 31.5667863044176 |
| 2005-08-01 | 31.5016790293408 |
| 2005-09-01 | 31.5211958393285 |
| 2005-10-01 | 31.7155342227694 |
| 2005-11-01 | 31.7635205894311 |
| 2005-12-01 | 31.8270939903906 |
| 2006-01-01 | 32.0679516829239 |
| 2006-02-01 | 32.1973062280853 |
| 2006-03-01 | 32.1921838069723 |
| 2006-04-01 | 32.5453089141976 |
| 2006-05-01 | 32.2716112614093 |
| 2006-06-01 | 32.2734570407089 |
| 2006-07-01 | 32.3323362343538 |
| 2006-08-01 | 32.3075026312255 |
| 2006-09-01 | 32.3165212918854 |
| 2006-10-01 | 32.2032764501095 |
| 2006-11-01 | 32.1570474299666 |
| 2006-12-01 | 32.0320627282228 |
| 2007-01-01 | 31.7522888260587 |
| 2007-02-01 | 31.7975983154778 |
| 2007-03-01 | 31.9027214357787 |
| 2007-04-01 | 31.7226311360923 |
| 2007-05-01 | 31.7801034617606 |
| 2007-06-01 | 31.7474237709417 |
| 2007-07-01 | 31.6224566050177 |
| 2007-08-01 | 31.3932155091307 |
| 2007-09-01 | 31.3031780648514 |
| 2007-10-01 | 31.1809857566661 |
| 2007-11-01 | 31.1572346794725 |
| 2007-12-01 | 30.9284155890171 |
| 2008-01-01 | 31.1436215209306 |
| 2008-02-01 | 31.2001653513448 |
| 2008-03-01 | 31.2128038900160 |
| 2008-04-01 | 31.3077964057152 |
| 2008-05-01 | 31.0730423179405 |
| 2008-06-01 | 31.0066661754655 |
| 2008-07-01 | 31.0207645323068 |
| 2008-08-01 | 30.9774248245975 |
| 2008-09-01 | 30.7988730970342 |
| 2008-10-01 | 30.5667963637704 |
| 2008-11-01 | 30.2741521253953 |
| 2008-12-01 | 30.1280439473002 |
| 2009-01-01 | 29.5463090458215 |
| 2009-02-01 | 28.9971686694533 |
| 2009-03-01 | 28.3102902078468 |
| 2009-04-01 | 27.6761506919307 |
| 2009-05-01 | 27.2585229085234 |
| 2009-06-01 | 27.3280399851387 |
| 2009-07-01 | 27.4255142828878 |
| 2009-08-01 | 27.4730840538204 |
| 2009-09-01 | 27.5105719050970 |
| 2009-10-01 | 27.5722333550777 |
| 2009-11-01 | 27.6089573140188 |
| 2009-12-01 | 27.5357964475767 |
| 2010-01-01 | 27.4477747549621 |
| 2010-02-01 | 27.5843512523968 |
| 2010-03-01 | 27.7953961499831 |
| 2010-04-01 | 27.9492887256255 |
| 2010-05-01 | 27.9273622040647 |
| 2010-06-01 | 27.8074734940400 |
| 2010-07-01 | 27.8290625680642 |
| 2010-08-01 | 27.8834167163129 |
| 2010-09-01 | 27.9426359584053 |
| 2010-10-01 | 27.9918651945226 |
| 2010-11-01 | 28.0507208864549 |
| 2010-12-01 | 28.2622744589972 |
| 2011-01-01 | 28.3579647812574 |
| 2011-02-01 | 28.4667792899756 |
| 2011-03-01 | 28.5555392437203 |
| 2011-04-01 | 28.7130688964770 |
| 2011-05-01 | 28.9981334100129 |
| 2011-06-01 | 29.2626748057193 |
| 2011-07-01 | 29.0264702376895 |
| 2011-08-01 | 29.1086096778235 |
| 2011-09-01 | 29.0788149050471 |
| 2011-10-01 | 29.2257869966253 |
| 2011-11-01 | 29.1910106698580 |
| 2011-12-01 | 29.5975848034440 |
| 2012-01-01 | 29.5661297482064 |
| 2012-02-01 | 29.3389790946788 |
| 2012-03-01 | 29.6121350790727 |
| 2012-04-01 | 29.5885929869905 |
| 2012-05-01 | 29.5716467625368 |
| 2012-06-01 | 29.8057737364072 |
| 2012-07-01 | 29.9273444832169 |
| 2012-08-01 | 29.6393605188368 |
| 2012-09-01 | 29.7134813547837 |
| 2012-10-01 | 29.6600783188137 |
| 2012-11-01 | 29.7202757160586 |
| 2012-12-01 | 29.7273302128538 |
| 2013-01-01 | 29.7707125784694 |
| 2013-02-01 | 29.9153680854337 |
| 2013-03-01 | 29.8653396045364 |
| 2013-04-01 | 29.8634315973069 |
| 2013-05-01 | 29.8692267107064 |
| 2013-06-01 | 29.8641876630486 |
| 2013-07-01 | 29.8304537471798 |
| 2013-08-01 | 29.8705638229577 |
| 2013-09-01 | 29.8355053912828 |
| 2013-10-01 | 29.8859727326480 |
| 2013-11-01 | 29.9295876744396 |
| 2013-12-01 | 29.8477116038409 |
| 2014-01-01 | 29.8715737053932 |
| 2014-02-01 | 29.8797962826423 |
| 2014-03-01 | 30.0422043398143 |
| 2014-04-01 | 30.0499497195888 |
| 2014-05-01 | 30.0711021329160 |
| 2014-06-01 | 30.1464218996406 |
| 2014-07-01 | 30.3503137976795 |
| 2014-08-01 | 30.2894213351209 |
| 2014-09-01 | 30.3450563284894 |
| 2014-10-01 | 30.4014590827738 |
| 2014-11-01 | 30.4193624939255 |
| 2014-12-01 | 30.4511774287879 |
| 2015-01-01 | 30.5741161057441 |
| 2015-02-01 | 30.6616667041060 |
| 2015-03-01 | 30.6222503949704 |
| 2015-04-01 | 30.7411591292190 |
| 2015-05-01 | 30.7779228209652 |
| 2015-06-01 | 30.8448569921076 |
| 2015-07-01 | 30.7710685962983 |
| 2015-08-01 | 30.8010425401388 |
| 2015-09-01 | 30.8516127013720 |
| 2015-10-01 | 30.7069306078775 |
| 2015-11-01 | 30.8099710602490 |
| 2015-12-01 | 30.8449326608104 |
| 2016-01-01 | 30.8757607507434 |
| 2016-02-01 | 30.6458542390112 |
| 2016-03-01 | 30.7139231557670 |
| 2016-04-01 | 30.4322682154936 |
| 2016-05-01 | 30.4797594301584 |
| 2016-06-01 | 30.4446003540375 |
| 2016-07-01 | 30.4996570872918 |
| 2016-08-01 | 30.5062354969854 |
| 2016-09-01 | 30.5637704177666 |
| 2016-10-01 | 30.8062676454361 |
| 2016-11-01 | 30.7011720412164 |
| 2016-12-01 | 30.7323740407389 |
| 2017-01-01 | 30.7776996436895 |
| 2017-02-01 | 30.9407609806920 |
| 2017-03-01 | 30.9010501041744 |
| 2017-04-01 | 31.0253397020979 |
| 2017-05-01 | 31.0844706329382 |
| 2017-06-01 | 31.0431392796651 |
| 2017-07-01 | 31.0170952753245 |
| 2017-08-01 | 31.1092971791021 |
| 2017-09-01 | 31.1841040581583 |
| 2017-10-01 | 31.0993151169299 |
| 2017-11-01 | 31.1940826329633 |
| 2017-12-01 | 31.2274401207917 |
| 2018-01-01 | 31.2861192793312 |
| 2018-02-01 | 31.2339138599506 |
| 2018-03-01 | 31.2844276021235 |
| 2018-04-01 | 31.3204018335637 |
| 2018-05-01 | 31.4924705674952 |
| 2018-06-01 | 31.6373032508777 |
| 2018-07-01 | 31.7289693114893 |
| 2018-08-01 | 31.8069205308054 |
| 2018-09-01 | 31.8071605355825 |
| 2018-10-01 | 31.8859414204385 |
| 2018-11-01 | 31.8795296349457 |
| 2018-12-01 | 32.0347946288234 |
| 2019-01-01 | 32.0988929328099 |
| 2019-02-01 | 32.1351830672829 |
| 2019-03-01 | 32.2673570904819 |
| 2019-04-01 | 32.3226836883416 |
| 2019-05-01 | 32.2057391264884 |
| 2019-06-01 | 32.0292160167714 |
| 2019-07-01 | 32.2267481118008 |
| 2019-08-01 | 32.1915092085674 |
| 2019-09-01 | 32.2293684914211 |
| 2019-10-01 | 32.2632181817701 |
| 2019-11-01 | 32.2692890694317 |
| 2019-12-01 | 32.1547211874069 |
| 2020-01-01 | 32.0140506199062 |
| 2020-02-01 | 32.0431525035117 |
| 2020-03-01 | 31.8616863106386 |
| 2020-04-01 | 24.5196179287354 |
| 2020-05-01 | 26.9182162573323 |
| 2020-06-01 | 29.3229633344669 |
| 2020-07-01 | 28.8213349040544 |
| 2020-08-01 | 28.6658326365680 |
| 2020-09-01 | 28.9364067304430 |
| 2020-10-01 | 28.9418238689300 |
| 2020-11-01 | 28.9626369763285 |
| 2020-12-01 | 29.0786994160279 |
| 2021-01-01 | 29.3274654725899 |
| 2021-02-01 | 29.1585402017518 |
| 2021-03-01 | 29.3719301825265 |
| 2021-04-01 | 29.2170641359642 |
| 2021-05-01 | 29.3198820627970 |
| 2021-06-01 | 29.5248320606090 |
| 2021-07-01 | 29.6066051011572 |
| 2021-08-01 | 29.6347687266212 |
| 2021-09-01 | 29.7303030805726 |
| 2021-10-01 | 29.9322357657713 |
| 2021-11-01 | 30.0640890207452 |
| 2021-12-01 | 30.0990966722110 |
| 2022-01-01 | 29.8320732218854 |
| 2022-02-01 | 30.4810361316458 |
| 2022-03-01 | 30.5923849954358 |
| 2022-04-01 | 30.7164419859000 |
| 2022-05-01 | 30.8093426190106 |
| 2022-06-01 | 31.0271091874843 |
| 2022-07-01 | 31.0861362385829 |
| 2022-08-01 | 31.3065460782429 |
| 2022-09-01 | 31.3170932225214 |
| 2022-10-01 | 31.4369747987501 |
| 2022-11-01 | 31.4767876696814 |
| 2022-12-01 | 31.4136881037899 |
| 2023-01-01 | 31.4243768640825 |
| 2023-02-01 | 31.5016307902083 |
| 2023-03-01 | 31.5163230289456 |
| 2023-04-01 | 31.7227891410681 |
| 2023-05-01 | 31.6878430843784 |
| 2023-06-01 | 31.6287415460651 |
| 2023-07-01 | 31.6615437701486 |
| 2023-08-01 | 31.7854841216961 |
| 2023-09-01 | 31.8059484768195 |
| 2023-10-01 | 31.6548974968954 |
| 2023-11-01 | 31.4970401965543 |
| 2023-12-01 | 31.5172577335169 |
| 2024-01-01 | 31.5124249572584 |
| 2024-02-01 | 31.4188960565046 |
| 2024-03-01 | 31.4342925489332 |
| 2024-04-01 | 31.4265642765741 |
| 2024-05-01 | 31.3642372422190 |
| 2024-06-01 | 31.3283991964138 |
| 2024-07-01 | 31.4394816805596 |
| 2024-08-01 | 31.3760611389482 |
| 2024-09-01 | 31.4994731160346 |
| 2024-10-01 | 31.4762732073543 |
| 2024-11-01 | 31.6213813009246 |
| 2024-12-01 | 31.6143350227600 |
| 2025-01-01 | 31.5992236157227 |
| 2025-02-01 | 31.5255213737376 |
| 2025-03-01 | 31.4427440033340 |
| 2025-04-01 | 31.4327652964738 |
| 2025-05-01 | 31.4426745810879 |
| 2025-06-01 | 31.4285195677789 |
| 2025-07-01 | 31.2207001724393 |
| 2025-08-01 | 31.0796089434360 |
| 2025-09-01 | 30.8973896708417 |
| 2025-10-01 | 30.6989200715813 |
| 2025-11-01 | 30.7371076720926 |
| 2025-12-01 | 30.8069229368311 |
| 2026-01-01 | 30.8886808503850 |
| 2026-02-01 | 30.8271949607661 |
| 2026-03-01 | 30.8413071934101 |
| 2026-04-01 | 30.7422541722166 |
| 2026-05-01 | 30.8310422105596 |
| 2026-06-01 | 30.8222480420719 |
| 2026-07-01 | 30.9090471319876 |