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 2026-09-01 |
| Last Updated | 2026-10-20 9:52 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 | 45.2229031227 |
| 1990-02-01 | 45.1072713348 |
| 1990-03-01 | 44.8911580910 |
| 1990-04-01 | 44.9094408972 |
| 1990-05-01 | 44.7685434377 |
| 1990-06-01 | 44.4319308799 |
| 1990-07-01 | 44.5703215900 |
| 1990-08-01 | 43.5886300928 |
| 1990-09-01 | 44.2241475339 |
| 1990-10-01 | 44.1105723058 |
| 1990-11-01 | 43.8954499554 |
| 1990-12-01 | 43.4064715582 |
| 1991-01-01 | 42.9228378015 |
| 1991-02-01 | 42.2060298535 |
| 1991-03-01 | 42.2684345484 |
| 1991-04-01 | 41.8980257015 |
| 1991-05-01 | 41.7313341368 |
| 1991-06-01 | 42.1139106666 |
| 1991-07-01 | 41.9805918368 |
| 1991-08-01 | 42.2137914232 |
| 1991-09-01 | 42.3393400118 |
| 1991-10-01 | 42.4521245452 |
| 1991-11-01 | 42.2272688598 |
| 1991-12-01 | 41.8196588172 |
| 1992-01-01 | 42.5272676826 |
| 1992-02-01 | 42.5850278780 |
| 1992-03-01 | 42.7163420020 |
| 1992-04-01 | 42.8754154130 |
| 1992-05-01 | 42.2759111199 |
| 1992-06-01 | 42.3680670399 |
| 1992-07-01 | 42.9948852945 |
| 1992-08-01 | 42.9561163163 |
| 1992-09-01 | 42.7566466609 |
| 1992-10-01 | 42.9348910390 |
| 1992-11-01 | 42.8945067066 |
| 1992-12-01 | 42.8384295625 |
| 1993-01-01 | 42.6169822281 |
| 1993-02-01 | 42.5634830580 |
| 1993-03-01 | 41.9506551716 |
| 1993-04-01 | 42.1196956795 |
| 1993-05-01 | 42.0151418950 |
| 1993-06-01 | 41.6226575792 |
| 1993-07-01 | 41.1904272093 |
| 1993-08-01 | 41.1004787261 |
| 1993-09-01 | 41.0947368460 |
| 1993-10-01 | 42.2262625812 |
| 1993-11-01 | 42.3772194688 |
| 1993-12-01 | 42.4757927473 |
| 1994-01-01 | 42.7021398243 |
| 1994-02-01 | 42.6221539218 |
| 1994-03-01 | 42.8800936260 |
| 1994-04-01 | 42.8512843260 |
| 1994-05-01 | 43.0644511582 |
| 1994-06-01 | 42.9819295682 |
| 1994-07-01 | 42.9950958868 |
| 1994-08-01 | 42.9298281260 |
| 1994-09-01 | 43.0189783702 |
| 1994-10-01 | 43.0181626761 |
| 1994-11-01 | 43.0692544737 |
| 1994-12-01 | 43.1285281618 |
| 1995-01-01 | 42.8558411212 |
| 1995-02-01 | 43.0882230077 |
| 1995-03-01 | 42.9314956203 |
| 1995-04-01 | 42.7752230963 |
| 1995-05-01 | 42.8314096337 |
| 1995-06-01 | 42.8799044065 |
| 1995-07-01 | 42.8890512678 |
| 1995-08-01 | 42.7415249235 |
| 1995-09-01 | 42.8364127887 |
| 1995-10-01 | 42.4626484996 |
| 1995-11-01 | 42.4429182064 |
| 1995-12-01 | 42.3914982403 |
| 1996-01-01 | 40.9086752302 |
| 1996-02-01 | 41.8336174912 |
| 1996-03-01 | 42.0077036692 |
| 1996-04-01 | 42.1391799261 |
| 1996-05-01 | 42.0345047633 |
| 1996-06-01 | 42.2978283545 |
| 1996-07-01 | 42.0931219903 |
| 1996-08-01 | 42.0244912749 |
| 1996-09-01 | 41.9237149000 |
| 1996-10-01 | 42.1755957315 |
| 1996-11-01 | 42.1855144018 |
| 1996-12-01 | 42.2454861090 |
| 1997-01-01 | 42.6585999528 |
| 1997-02-01 | 42.7952250194 |
| 1997-03-01 | 43.0256954771 |
| 1997-04-01 | 43.0263674712 |
| 1997-05-01 | 42.7549616016 |
| 1997-06-01 | 42.7235276965 |
| 1997-07-01 | 42.3818480126 |
| 1997-08-01 | 42.9042530893 |
| 1997-09-01 | 42.7146547266 |
| 1997-10-01 | 42.5495152717 |
| 1997-11-01 | 42.4935209352 |
| 1997-12-01 | 42.4917635079 |
| 1998-01-01 | 42.5294991291 |
| 1998-02-01 | 42.3583690298 |
| 1998-03-01 | 42.2569857622 |
| 1998-04-01 | 42.8460786746 |
| 1998-05-01 | 42.4814481510 |
| 1998-06-01 | 41.8461456950 |
| 1998-07-01 | 40.1769173262 |
| 1998-08-01 | 41.5726759661 |
| 1998-09-01 | 41.5980861341 |
| 1998-10-01 | 41.5215521891 |
| 1998-11-01 | 41.1650867584 |
| 1998-12-01 | 41.1148538553 |
| 1999-01-01 | 41.2261533729 |
| 1999-02-01 | 41.2559432223 |
| 1999-03-01 | 41.1065556004 |
| 1999-04-01 | 40.8818340025 |
| 1999-05-01 | 40.9831530331 |
| 1999-06-01 | 41.0372925507 |
| 1999-07-01 | 41.2623495542 |
| 1999-08-01 | 41.5589361821 |
| 1999-09-01 | 41.1859867103 |
| 1999-10-01 | 41.7880619269 |
| 1999-11-01 | 42.0349563337 |
| 1999-12-01 | 42.0289134068 |
| 2000-01-01 | 41.9586644186 |
| 2000-02-01 | 41.9646362659 |
| 2000-03-01 | 41.7328316305 |
| 2000-04-01 | 41.8270260944 |
| 2000-05-01 | 41.3731710967 |
| 2000-06-01 | 41.9111859847 |
| 2000-07-01 | 41.8324876915 |
| 2000-08-01 | 41.4469846086 |
| 2000-09-01 | 41.5817015037 |
| 2000-10-01 | 41.0855744707 |
| 2000-11-01 | 40.2019705481 |
| 2000-12-01 | 40.7319490895 |
| 2001-01-01 | 40.5162860185 |
| 2001-02-01 | 40.2972626771 |
| 2001-03-01 | 40.1468856001 |
| 2001-04-01 | 39.8467879299 |
| 2001-05-01 | 39.3412732635 |
| 2001-06-01 | 39.2536789867 |
| 2001-07-01 | 38.9827231268 |
| 2001-08-01 | 38.9629650893 |
| 2001-09-01 | 38.6001979602 |
| 2001-10-01 | 37.5017834247 |
| 2001-11-01 | 37.2979281815 |
| 2001-12-01 | 36.9464657715 |
| 2002-01-01 | 36.2654580196 |
| 2002-02-01 | 36.3372365341 |
| 2002-03-01 | 36.0172807696 |
| 2002-04-01 | 35.9375458307 |
| 2002-05-01 | 35.7989572452 |
| 2002-06-01 | 35.6071420075 |
| 2002-07-01 | 35.1279424666 |
| 2002-08-01 | 34.9864324742 |
| 2002-09-01 | 34.6394593189 |
| 2002-10-01 | 34.4381328197 |
| 2002-11-01 | 34.0092822483 |
| 2002-12-01 | 33.7694682001 |
| 2003-01-01 | 33.4952331596 |
| 2003-02-01 | 33.2673086550 |
| 2003-03-01 | 33.0832696337 |
| 2003-04-01 | 32.7082365501 |
| 2003-05-01 | 32.5385873775 |
| 2003-06-01 | 32.2741154323 |
| 2003-07-01 | 32.2736125937 |
| 2003-08-01 | 32.1300954932 |
| 2003-09-01 | 32.0796779382 |
| 2003-10-01 | 31.8725215018 |
| 2003-11-01 | 31.9396988394 |
| 2003-12-01 | 31.8967791395 |
| 2004-01-01 | 31.7993723173 |
| 2004-02-01 | 31.8864462043 |
| 2004-03-01 | 31.8321039671 |
| 2004-04-01 | 31.7860535994 |
| 2004-05-01 | 31.8894282238 |
| 2004-06-01 | 31.6780462395 |
| 2004-07-01 | 31.5164524858 |
| 2004-08-01 | 31.3709622170 |
| 2004-09-01 | 31.3111076832 |
| 2004-10-01 | 31.3031631328 |
| 2004-11-01 | 31.3562360010 |
| 2004-12-01 | 31.4186917453 |
| 2005-01-01 | 31.3915545107 |
| 2005-02-01 | 31.2911928424 |
| 2005-03-01 | 31.4032312568 |
| 2005-04-01 | 31.4611597031 |
| 2005-05-01 | 31.5684456351 |
| 2005-06-01 | 31.6096522839 |
| 2005-07-01 | 31.5667875980 |
| 2005-08-01 | 31.5016800932 |
| 2005-09-01 | 31.5211973592 |
| 2005-10-01 | 31.7155310784 |
| 2005-11-01 | 31.7635197460 |
| 2005-12-01 | 31.8270926661 |
| 2006-01-01 | 32.0679512640 |
| 2006-02-01 | 32.1973063013 |
| 2006-03-01 | 32.1921842445 |
| 2006-04-01 | 32.5453095834 |
| 2006-05-01 | 32.2716117552 |
| 2006-06-01 | 32.2734573709 |
| 2006-07-01 | 32.3323362881 |
| 2006-08-01 | 32.3075024587 |
| 2006-09-01 | 32.3165220675 |
| 2006-10-01 | 32.2032748920 |
| 2006-11-01 | 32.1570475728 |
| 2006-12-01 | 32.0320626027 |
| 2007-01-01 | 31.7522894209 |
| 2007-02-01 | 31.7975987235 |
| 2007-03-01 | 31.9027216614 |
| 2007-04-01 | 31.7226312003 |
| 2007-05-01 | 31.7801031540 |
| 2007-06-01 | 31.7474232960 |
| 2007-07-01 | 31.6224557064 |
| 2007-08-01 | 31.3932143385 |
| 2007-09-01 | 31.3031779428 |
| 2007-10-01 | 31.1809859949 |
| 2007-11-01 | 31.1572361061 |
| 2007-12-01 | 30.9284170350 |
| 2008-01-01 | 31.1436231249 |
| 2008-02-01 | 31.2001658887 |
| 2008-03-01 | 31.2128036746 |
| 2008-04-01 | 31.3077961337 |
| 2008-05-01 | 31.0730399986 |
| 2008-06-01 | 31.0066650541 |
| 2008-07-01 | 31.0207628534 |
| 2008-08-01 | 30.9774230651 |
| 2008-09-01 | 30.7988717298 |
| 2008-10-01 | 30.5667948662 |
| 2008-11-01 | 30.2741552357 |
| 2008-12-01 | 30.1280553576 |
| 2009-01-01 | 29.5463089087 |
| 2009-02-01 | 28.9971672830 |
| 2009-03-01 | 28.3102902506 |
| 2009-04-01 | 27.6761506217 |
| 2009-05-01 | 27.2585178908 |
| 2009-06-01 | 27.3280356256 |
| 2009-07-01 | 27.4255139246 |
| 2009-08-01 | 27.4730804020 |
| 2009-09-01 | 27.5105687178 |
| 2009-10-01 | 27.5722304929 |
| 2009-11-01 | 27.6089630445 |
| 2009-12-01 | 27.5358188825 |
| 2010-01-01 | 27.4477744247 |
| 2010-02-01 | 27.5843498612 |
| 2010-03-01 | 27.7953981793 |
| 2010-04-01 | 27.9492887423 |
| 2010-05-01 | 27.9273503292 |
| 2010-06-01 | 27.8074560706 |
| 2010-07-01 | 27.8290496126 |
| 2010-08-01 | 27.8834002793 |
| 2010-09-01 | 27.9426330328 |
| 2010-10-01 | 27.9918790153 |
| 2010-11-01 | 28.0507628103 |
| 2010-12-01 | 28.2623501439 |
| 2011-01-01 | 28.3579882709 |
| 2011-02-01 | 28.4667616505 |
| 2011-03-01 | 28.5554894713 |
| 2011-04-01 | 28.7130073406 |
| 2011-05-01 | 28.9980795069 |
| 2011-06-01 | 29.2626457382 |
| 2011-07-01 | 29.0264350272 |
| 2011-08-01 | 29.1086097980 |
| 2011-09-01 | 29.0788422611 |
| 2011-10-01 | 29.2258603034 |
| 2011-11-01 | 29.1911457995 |
| 2011-12-01 | 29.5977775990 |
| 2012-01-01 | 29.5662153887 |
| 2012-02-01 | 29.3389053390 |
| 2012-03-01 | 29.6119239597 |
| 2012-04-01 | 29.5883486395 |
| 2012-05-01 | 29.5714780677 |
| 2012-06-01 | 29.8057330543 |
| 2012-07-01 | 29.9273358493 |
| 2012-08-01 | 29.6394245693 |
| 2012-09-01 | 29.7135674727 |
| 2012-10-01 | 29.6602506698 |
| 2012-11-01 | 29.7206117350 |
| 2012-12-01 | 29.7277017094 |
| 2013-01-01 | 29.7708759595 |
| 2013-02-01 | 29.9156075162 |
| 2013-03-01 | 29.8647515629 |
| 2013-04-01 | 29.8618964209 |
| 2013-05-01 | 29.8693809580 |
| 2013-06-01 | 29.8643501305 |
| 2013-07-01 | 29.8305302907 |
| 2013-08-01 | 29.8707469496 |
| 2013-09-01 | 29.8357458676 |
| 2013-10-01 | 29.8862574174 |
| 2013-11-01 | 29.9301091835 |
| 2013-12-01 | 29.8482642649 |
| 2014-01-01 | 29.8718191012 |
| 2014-02-01 | 29.8803306935 |
| 2014-03-01 | 30.0411736051 |
| 2014-04-01 | 30.0470511639 |
| 2014-05-01 | 30.0715345212 |
| 2014-06-01 | 30.1467928288 |
| 2014-07-01 | 30.3505536848 |
| 2014-08-01 | 30.2897773132 |
| 2014-09-01 | 30.3454828533 |
| 2014-10-01 | 30.4018587638 |
| 2014-11-01 | 30.4200368689 |
| 2014-12-01 | 30.4518585095 |
| 2015-01-01 | 30.5743974549 |
| 2015-02-01 | 30.6624870841 |
| 2015-03-01 | 30.6208067847 |
| 2015-04-01 | 30.7369458560 |
| 2015-05-01 | 30.7786790186 |
| 2015-06-01 | 30.8454712722 |
| 2015-07-01 | 30.7714941925 |
| 2015-08-01 | 30.8015940150 |
| 2015-09-01 | 30.8522268973 |
| 2015-10-01 | 30.7074074775 |
| 2015-11-01 | 30.8106500181 |
| 2015-12-01 | 30.8456027388 |
| 2016-01-01 | 30.8760013573 |
| 2016-02-01 | 30.6466007473 |
| 2016-03-01 | 30.7124144658 |
| 2016-04-01 | 30.4276581296 |
| 2016-05-01 | 30.4806701916 |
| 2016-06-01 | 30.4450808403 |
| 2016-07-01 | 30.5003573139 |
| 2016-08-01 | 30.5069585700 |
| 2016-09-01 | 30.5644712497 |
| 2016-10-01 | 30.8067719259 |
| 2016-11-01 | 30.7017694844 |
| 2016-12-01 | 30.7328706604 |
| 2017-01-01 | 30.7778138936 |
| 2017-02-01 | 30.9414627173 |
| 2017-03-01 | 30.8995232392 |
| 2017-04-01 | 31.0203296444 |
| 2017-05-01 | 31.0864075130 |
| 2017-06-01 | 31.0433559785 |
| 2017-07-01 | 31.0178990716 |
| 2017-08-01 | 31.1100604359 |
| 2017-09-01 | 31.1848325412 |
| 2017-10-01 | 31.0997270553 |
| 2017-11-01 | 31.1944269694 |
| 2017-12-01 | 31.2276368654 |
| 2018-01-01 | 31.2860165975 |
| 2018-02-01 | 31.2341354695 |
| 2018-03-01 | 31.2833616215 |
| 2018-04-01 | 31.3161624783 |
| 2018-05-01 | 31.4950829031 |
| 2018-06-01 | 31.6370886821 |
| 2018-07-01 | 31.7298029159 |
| 2018-08-01 | 31.8076032119 |
| 2018-09-01 | 31.8077506449 |
| 2018-10-01 | 31.8861845824 |
| 2018-11-01 | 31.8795956627 |
| 2018-12-01 | 32.0346837383 |
| 2019-01-01 | 32.0984521548 |
| 2019-02-01 | 32.1349794179 |
| 2019-03-01 | 32.2668041023 |
| 2019-04-01 | 32.3196276354 |
| 2019-05-01 | 32.2089409105 |
| 2019-06-01 | 32.0288072937 |
| 2019-07-01 | 32.2274229464 |
| 2019-08-01 | 32.1919764310 |
| 2019-09-01 | 32.2297113075 |
| 2019-10-01 | 32.2631848388 |
| 2019-11-01 | 32.2690262087 |
| 2019-12-01 | 32.1543661076 |
| 2020-01-01 | 32.0133240548 |
| 2020-02-01 | 32.0425135219 |
| 2020-03-01 | 31.8616792566 |
| 2020-04-01 | 24.5185775222 |
| 2020-05-01 | 26.9211327593 |
| 2020-06-01 | 29.3224414735 |
| 2020-07-01 | 28.8219678286 |
| 2020-08-01 | 28.6662379260 |
| 2020-09-01 | 28.9360697658 |
| 2020-10-01 | 28.9417782909 |
| 2020-11-01 | 28.9616234124 |
| 2020-12-01 | 29.0781650736 |
| 2021-01-01 | 29.3264134905 |
| 2021-02-01 | 29.1578489422 |
| 2021-03-01 | 29.3721022677 |
| 2021-04-01 | 29.2176374907 |
| 2021-05-01 | 29.3233131266 |
| 2021-06-01 | 29.5250637781 |
| 2021-07-01 | 29.6073163494 |
| 2021-08-01 | 29.6349581117 |
| 2021-09-01 | 29.7289287094 |
| 2021-10-01 | 29.9316444264 |
| 2021-11-01 | 30.0618338138 |
| 2021-12-01 | 30.0979469782 |
| 2022-01-01 | 29.8303757313 |
| 2022-02-01 | 30.4800001548 |
| 2022-03-01 | 30.5929910370 |
| 2022-04-01 | 30.7195902231 |
| 2022-05-01 | 30.8137838527 |
| 2022-06-01 | 31.0297737174 |
| 2022-07-01 | 31.0875623077 |
| 2022-08-01 | 31.3060954787 |
| 2022-09-01 | 31.3134659968 |
| 2022-10-01 | 31.4354795334 |
| 2022-11-01 | 31.4719977880 |
| 2022-12-01 | 31.4106700387 |
| 2023-01-01 | 31.4219855090 |
| 2023-02-01 | 31.4997364353 |
| 2023-03-01 | 31.5173321977 |
| 2023-04-01 | 31.7287070607 |
| 2023-05-01 | 31.6955248827 |
| 2023-06-01 | 31.6385080566 |
| 2023-07-01 | 31.6655205189 |
| 2023-08-01 | 31.7809998379 |
| 2023-09-01 | 31.7981464511 |
| 2023-10-01 | 31.6509664672 |
| 2023-11-01 | 31.4892382898 |
| 2023-12-01 | 31.5115488413 |
| 2024-01-01 | 31.5090370145 |
| 2024-02-01 | 31.4157887689 |
| 2024-03-01 | 31.4356770919 |
| 2024-04-01 | 31.4354260924 |
| 2024-05-01 | 31.3762727662 |
| 2024-06-01 | 31.3466844641 |
| 2024-07-01 | 31.4479701090 |
| 2024-08-01 | 31.3683855074 |
| 2024-09-01 | 31.4859064360 |
| 2024-10-01 | 31.4695710275 |
| 2024-11-01 | 31.6099017080 |
| 2024-12-01 | 31.6054495646 |
| 2025-01-01 | 31.5947914520 |
| 2025-02-01 | 31.5210358700 |
| 2025-03-01 | 31.4442016240 |
| 2025-04-01 | 31.4433795108 |
| 2025-05-01 | 31.4597735781 |
| 2025-06-01 | 31.4556609394 |
| 2025-07-01 | 31.2340152035 |
| 2025-08-01 | 31.0692587910 |
| 2025-09-01 | 30.8789230458 |
| 2025-10-01 | 30.6888250759 |
| 2025-11-01 | 30.7227176850 |
| 2025-12-01 | 30.7952729011 |
| 2026-01-01 | 30.8828789953 |
| 2026-02-01 | 30.8215516441 |
| 2026-03-01 | 30.8429221307 |
| 2026-04-01 | 30.7539899375 |
| 2026-05-01 | 30.8517507173 |
| 2026-06-01 | 30.8551689996 |
| 2026-07-01 | 31.0261107674 |
| 2026-08-01 | 31.1761980825 |
| 2026-09-01 | 31.2798682803 |