Table Data - All Employees: Manufacturing: Non-Durable Goods: Chemical Manufacturing in Pennsylvania
| Title | All Employees: Manufacturing: Non-Durable Goods: Chemical Manufacturing in Pennsylvania |
|---|---|
| Series ID | SMU42000003232500001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 11:32 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 | 60.4458403709 |
| 1990-02-01 | 60.4465287103 |
| 1990-03-01 | 60.4967012830 |
| 1990-04-01 | 60.7423300004 |
| 1990-05-01 | 60.5607313503 |
| 1990-06-01 | 60.4860004664 |
| 1990-07-01 | 60.2870682178 |
| 1990-08-01 | 60.1480519478 |
| 1990-09-01 | 60.1287383458 |
| 1990-10-01 | 60.2087913690 |
| 1990-11-01 | 60.0632281109 |
| 1990-12-01 | 59.8979074446 |
| 1991-01-01 | 59.1310147366 |
| 1991-02-01 | 59.3458737706 |
| 1991-03-01 | 58.7748340262 |
| 1991-04-01 | 59.3459549852 |
| 1991-05-01 | 59.0477366939 |
| 1991-06-01 | 59.3002090861 |
| 1991-07-01 | 59.1819789267 |
| 1991-08-01 | 59.4434586625 |
| 1991-09-01 | 59.2349401035 |
| 1991-10-01 | 59.1296024377 |
| 1991-11-01 | 59.3704936172 |
| 1991-12-01 | 59.2973167713 |
| 1992-01-01 | 59.6288392428 |
| 1992-02-01 | 59.7571364807 |
| 1992-03-01 | 59.7565802713 |
| 1992-04-01 | 59.5702315841 |
| 1992-05-01 | 59.7493962408 |
| 1992-06-01 | 59.6083355535 |
| 1992-07-01 | 59.6532432323 |
| 1992-08-01 | 59.6202234722 |
| 1992-09-01 | 59.8258267489 |
| 1992-10-01 | 60.0710964301 |
| 1992-11-01 | 59.9849632714 |
| 1992-12-01 | 60.0931968874 |
| 1993-01-01 | 60.0244033459 |
| 1993-02-01 | 60.2621270815 |
| 1993-03-01 | 60.3197987677 |
| 1993-04-01 | 59.5907125361 |
| 1993-05-01 | 59.9613367660 |
| 1993-06-01 | 59.8149981846 |
| 1993-07-01 | 60.3252538064 |
| 1993-08-01 | 59.9109791662 |
| 1993-09-01 | 60.0365831747 |
| 1993-10-01 | 60.0074995227 |
| 1993-11-01 | 59.8873492923 |
| 1993-12-01 | 60.0652742975 |
| 1994-01-01 | 60.3340901062 |
| 1994-02-01 | 60.1514423464 |
| 1994-03-01 | 60.3698917957 |
| 1994-04-01 | 60.5081060280 |
| 1994-05-01 | 60.5935258236 |
| 1994-06-01 | 60.3161364660 |
| 1994-07-01 | 61.0068723629 |
| 1994-08-01 | 60.9031467628 |
| 1994-09-01 | 60.6633472438 |
| 1994-10-01 | 60.5424317489 |
| 1994-11-01 | 60.6799265583 |
| 1994-12-01 | 60.6221692136 |
| 1995-01-01 | 59.4402423149 |
| 1995-02-01 | 59.3294319489 |
| 1995-03-01 | 59.3146097918 |
| 1995-04-01 | 59.1880063762 |
| 1995-05-01 | 59.1192222694 |
| 1995-06-01 | 58.9165920886 |
| 1995-07-01 | 59.5381295846 |
| 1995-08-01 | 59.6360666126 |
| 1995-09-01 | 59.7331618460 |
| 1995-10-01 | 59.5606414127 |
| 1995-11-01 | 59.5484122141 |
| 1995-12-01 | 59.5651595476 |
| 1996-01-01 | 60.4761959699 |
| 1996-02-01 | 60.7202767128 |
| 1996-03-01 | 60.3728570686 |
| 1996-04-01 | 60.9718107650 |
| 1996-05-01 | 60.9474786122 |
| 1996-06-01 | 61.1856505701 |
| 1996-07-01 | 61.1630044220 |
| 1996-08-01 | 61.1475774527 |
| 1996-09-01 | 61.2864993728 |
| 1996-10-01 | 61.4897004864 |
| 1996-11-01 | 61.6262224747 |
| 1996-12-01 | 61.7176040745 |
| 1997-01-01 | 61.7161925438 |
| 1997-02-01 | 61.5953879083 |
| 1997-03-01 | 61.5302315577 |
| 1997-04-01 | 61.0486818697 |
| 1997-05-01 | 61.1281237364 |
| 1997-06-01 | 61.1565208640 |
| 1997-07-01 | 61.2151995327 |
| 1997-08-01 | 61.1837864175 |
| 1997-09-01 | 61.0478959561 |
| 1997-10-01 | 61.2057173915 |
| 1997-11-01 | 61.2223747245 |
| 1997-12-01 | 61.3055371637 |
| 1998-01-01 | 60.9295895335 |
| 1998-02-01 | 60.9542482180 |
| 1998-03-01 | 60.8802421214 |
| 1998-04-01 | 60.9396547568 |
| 1998-05-01 | 61.2794360738 |
| 1998-06-01 | 60.9421568882 |
| 1998-07-01 | 60.7521410161 |
| 1998-08-01 | 60.7060080899 |
| 1998-09-01 | 60.7832489469 |
| 1998-10-01 | 61.5346593308 |
| 1998-11-01 | 61.1488654491 |
| 1998-12-01 | 61.2421651902 |
| 1999-01-01 | 61.0254839588 |
| 1999-02-01 | 61.0178930556 |
| 1999-03-01 | 61.0327502817 |
| 1999-04-01 | 61.1393902024 |
| 1999-05-01 | 61.1168485346 |
| 1999-06-01 | 60.9345882590 |
| 1999-07-01 | 60.8720728066 |
| 1999-08-01 | 60.8057869957 |
| 1999-09-01 | 61.0048504063 |
| 1999-10-01 | 60.9640306111 |
| 1999-11-01 | 61.0798990096 |
| 1999-12-01 | 61.0137990127 |
| 2000-01-01 | 61.9056339867 |
| 2000-02-01 | 61.7865561118 |
| 2000-03-01 | 62.0763586095 |
| 2000-04-01 | 62.2655400745 |
| 2000-05-01 | 62.4739521353 |
| 2000-06-01 | 62.6401606708 |
| 2000-07-01 | 62.5471819196 |
| 2000-08-01 | 62.6700947204 |
| 2000-09-01 | 62.6900766206 |
| 2000-10-01 | 62.7127070513 |
| 2000-11-01 | 62.6156484492 |
| 2000-12-01 | 62.6108002739 |
| 2001-01-01 | 62.4753180810 |
| 2001-02-01 | 62.4574016574 |
| 2001-03-01 | 62.3160455025 |
| 2001-04-01 | 62.3032290790 |
| 2001-05-01 | 62.2547778912 |
| 2001-06-01 | 62.2604505451 |
| 2001-07-01 | 62.3045411137 |
| 2001-08-01 | 62.3472300629 |
| 2001-09-01 | 62.1797570182 |
| 2001-10-01 | 61.9310787617 |
| 2001-11-01 | 61.8413599154 |
| 2001-12-01 | 61.6988111916 |
| 2002-01-01 | 61.8463274053 |
| 2002-02-01 | 61.8379501063 |
| 2002-03-01 | 61.4666467672 |
| 2002-04-01 | 62.0535632513 |
| 2002-05-01 | 61.9673517675 |
| 2002-06-01 | 61.5740076203 |
| 2002-07-01 | 61.5272917381 |
| 2002-08-01 | 61.5177741082 |
| 2002-09-01 | 61.5687109104 |
| 2002-10-01 | 61.7459435643 |
| 2002-11-01 | 61.6649327758 |
| 2002-12-01 | 61.3781916704 |
| 2003-01-01 | 61.5415411275 |
| 2003-02-01 | 60.8368816963 |
| 2003-03-01 | 60.4402696122 |
| 2003-04-01 | 59.6800246198 |
| 2003-05-01 | 59.0722871075 |
| 2003-06-01 | 58.2771348363 |
| 2003-07-01 | 57.6756891661 |
| 2003-08-01 | 57.1443809601 |
| 2003-09-01 | 56.7859836625 |
| 2003-10-01 | 55.9026481275 |
| 2003-11-01 | 54.8693669749 |
| 2003-12-01 | 54.4133303513 |
| 2004-01-01 | 54.2009893293 |
| 2004-02-01 | 53.9210933012 |
| 2004-03-01 | 53.7509742759 |
| 2004-04-01 | 53.4602460252 |
| 2004-05-01 | 53.2598715707 |
| 2004-06-01 | 53.0834939527 |
| 2004-07-01 | 53.1435293440 |
| 2004-08-01 | 52.7917382396 |
| 2004-09-01 | 52.5033573297 |
| 2004-10-01 | 52.1772974061 |
| 2004-11-01 | 51.7773625602 |
| 2004-12-01 | 51.5267427043 |
| 2005-01-01 | 50.9820337465 |
| 2005-02-01 | 50.6336912127 |
| 2005-03-01 | 49.9733032440 |
| 2005-04-01 | 49.8393087357 |
| 2005-05-01 | 49.5458030765 |
| 2005-06-01 | 49.5735096213 |
| 2005-07-01 | 49.3453904721 |
| 2005-08-01 | 49.1590210269 |
| 2005-09-01 | 48.7336743079 |
| 2005-10-01 | 48.4296465865 |
| 2005-11-01 | 48.1681881575 |
| 2005-12-01 | 47.9000636507 |
| 2006-01-01 | 47.7526667732 |
| 2006-02-01 | 47.6257126451 |
| 2006-03-01 | 47.5194729556 |
| 2006-04-01 | 47.3209524315 |
| 2006-05-01 | 47.1392435719 |
| 2006-06-01 | 46.8799785282 |
| 2006-07-01 | 46.5679873032 |
| 2006-08-01 | 46.3235580510 |
| 2006-09-01 | 46.1635945610 |
| 2006-10-01 | 46.6940800710 |
| 2006-11-01 | 46.4513540932 |
| 2006-12-01 | 46.3581753235 |
| 2007-01-01 | 46.4175783726 |
| 2007-02-01 | 46.4048227148 |
| 2007-03-01 | 46.4714038470 |
| 2007-04-01 | 46.8026424250 |
| 2007-05-01 | 46.7480223658 |
| 2007-06-01 | 46.6889424580 |
| 2007-07-01 | 46.7961498004 |
| 2007-08-01 | 46.5689492248 |
| 2007-09-01 | 46.4900196784 |
| 2007-10-01 | 46.3496503665 |
| 2007-11-01 | 46.4301358164 |
| 2007-12-01 | 46.4091721384 |
| 2008-01-01 | 46.3754108966 |
| 2008-02-01 | 46.1718338874 |
| 2008-03-01 | 46.3185243560 |
| 2008-04-01 | 46.1814151779 |
| 2008-05-01 | 46.1663987181 |
| 2008-06-01 | 46.2329160970 |
| 2008-07-01 | 46.0442030506 |
| 2008-08-01 | 46.0078731878 |
| 2008-09-01 | 46.0094862056 |
| 2008-10-01 | 46.1256148984 |
| 2008-11-01 | 45.9019986167 |
| 2008-12-01 | 45.5622149038 |
| 2009-01-01 | 45.1300727852 |
| 2009-02-01 | 44.8320641069 |
| 2009-03-01 | 44.2343773606 |
| 2009-04-01 | 43.9478635349 |
| 2009-05-01 | 43.7940380523 |
| 2009-06-01 | 43.4967583182 |
| 2009-07-01 | 42.8150868014 |
| 2009-08-01 | 42.7408337462 |
| 2009-09-01 | 42.7289156170 |
| 2009-10-01 | 43.3040894789 |
| 2009-11-01 | 43.2699479855 |
| 2009-12-01 | 43.4413063972 |
| 2010-01-01 | 43.5975885416 |
| 2010-02-01 | 43.4984179956 |
| 2010-03-01 | 43.3448318655 |
| 2010-04-01 | 43.5268965467 |
| 2010-05-01 | 43.3121393330 |
| 2010-06-01 | 43.4335023643 |
| 2010-07-01 | 43.3324133788 |
| 2010-08-01 | 43.3323803326 |
| 2010-09-01 | 43.0309476793 |
| 2010-10-01 | 43.2078128153 |
| 2010-11-01 | 43.0563305187 |
| 2010-12-01 | 43.0462283034 |
| 2011-01-01 | 43.0863032067 |
| 2011-02-01 | 42.9844886918 |
| 2011-03-01 | 43.0411367280 |
| 2011-04-01 | 42.9031698404 |
| 2011-05-01 | 42.6103538812 |
| 2011-06-01 | 42.6563301825 |
| 2011-07-01 | 42.6527147802 |
| 2011-08-01 | 42.5197260022 |
| 2011-09-01 | 42.5354718382 |
| 2011-10-01 | 42.4182437509 |
| 2011-11-01 | 42.3522052237 |
| 2011-12-01 | 42.2704944102 |
| 2012-01-01 | 42.0774197426 |
| 2012-02-01 | 42.0858707888 |
| 2012-03-01 | 42.0258126575 |
| 2012-04-01 | 41.8857780876 |
| 2012-05-01 | 41.7831088890 |
| 2012-06-01 | 41.7739759381 |
| 2012-07-01 | 41.7564074610 |
| 2012-08-01 | 41.8164166070 |
| 2012-09-01 | 41.6376094170 |
| 2012-10-01 | 41.5386886267 |
| 2012-11-01 | 41.6535891394 |
| 2012-12-01 | 41.4877920515 |
| 2013-01-01 | 41.5774827847 |
| 2013-02-01 | 41.4887881130 |
| 2013-03-01 | 41.4068823640 |
| 2013-04-01 | 41.5868789382 |
| 2013-05-01 | 41.4530659363 |
| 2013-06-01 | 41.3802005244 |
| 2013-07-01 | 41.1609841424 |
| 2013-08-01 | 41.0114792112 |
| 2013-09-01 | 40.9547721949 |
| 2013-10-01 | 40.8534455003 |
| 2013-11-01 | 40.6511186896 |
| 2013-12-01 | 40.4911173732 |
| 2014-01-01 | 40.4672340198 |
| 2014-02-01 | 40.3830330609 |
| 2014-03-01 | 40.3942939299 |
| 2014-04-01 | 40.1970388547 |
| 2014-05-01 | 40.4238224192 |
| 2014-06-01 | 40.3916715854 |
| 2014-07-01 | 40.4685424582 |
| 2014-08-01 | 40.6165383600 |
| 2014-09-01 | 40.6730367859 |
| 2014-10-01 | 40.7574979951 |
| 2014-11-01 | 40.8585102083 |
| 2014-12-01 | 40.9741626597 |
| 2015-01-01 | 40.9568695260 |
| 2015-02-01 | 40.9713572737 |
| 2015-03-01 | 40.8844361889 |
| 2015-04-01 | 41.0262698613 |
| 2015-05-01 | 41.2153409506 |
| 2015-06-01 | 40.9983654787 |
| 2015-07-01 | 41.0712664864 |
| 2015-08-01 | 40.9181934309 |
| 2015-09-01 | 41.0021938153 |
| 2015-10-01 | 40.8555481072 |
| 2015-11-01 | 40.8616725836 |
| 2015-12-01 | 40.8490378086 |
| 2016-01-01 | 40.8386190322 |
| 2016-02-01 | 40.9451591303 |
| 2016-03-01 | 40.8597374318 |
| 2016-04-01 | 40.9473408613 |
| 2016-05-01 | 41.0299631213 |
| 2016-06-01 | 41.2075887087 |
| 2016-07-01 | 41.0853815367 |
| 2016-08-01 | 41.2359888079 |
| 2016-09-01 | 41.1307433948 |
| 2016-10-01 | 41.2492483904 |
| 2016-11-01 | 41.2620402829 |
| 2016-12-01 | 41.3274656018 |
| 2017-01-01 | 41.3281376269 |
| 2017-02-01 | 41.1986722040 |
| 2017-03-01 | 41.2162623553 |
| 2017-04-01 | 41.7691453876 |
| 2017-05-01 | 41.7627540467 |
| 2017-06-01 | 41.6159043112 |
| 2017-07-01 | 41.5114816752 |
| 2017-08-01 | 41.5560560982 |
| 2017-09-01 | 41.2563768625 |
| 2017-10-01 | 41.1471932244 |
| 2017-11-01 | 40.9540363123 |
| 2017-12-01 | 40.9256817808 |
| 2018-01-01 | 40.8172776539 |
| 2018-02-01 | 40.6491092827 |
| 2018-03-01 | 40.2546213717 |
| 2018-04-01 | 40.6529430681 |
| 2018-05-01 | 40.7963084884 |
| 2018-06-01 | 40.9288644372 |
| 2018-07-01 | 41.1590389161 |
| 2018-08-01 | 41.1851056488 |
| 2018-09-01 | 41.3698329790 |
| 2018-10-01 | 41.5425152294 |
| 2018-11-01 | 41.7578858886 |
| 2018-12-01 | 42.0364308864 |
| 2019-01-01 | 41.9245367118 |
| 2019-02-01 | 42.1076306364 |
| 2019-03-01 | 42.0773355685 |
| 2019-04-01 | 42.2370366828 |
| 2019-05-01 | 42.2208278189 |
| 2019-06-01 | 42.4368110006 |
| 2019-07-01 | 42.8968084192 |
| 2019-08-01 | 42.5023699341 |
| 2019-09-01 | 42.4724187793 |
| 2019-10-01 | 42.6486724693 |
| 2019-11-01 | 42.6648862431 |
| 2019-12-01 | 42.6581496623 |
| 2020-01-01 | 42.7450105105 |
| 2020-02-01 | 42.5879107790 |
| 2020-03-01 | 42.5060929540 |
| 2020-04-01 | 42.1936180179 |
| 2020-05-01 | 40.7197477859 |
| 2020-06-01 | 41.8443955968 |
| 2020-07-01 | 42.1396475357 |
| 2020-08-01 | 42.1188242093 |
| 2020-09-01 | 42.3607035911 |
| 2020-10-01 | 42.3533838185 |
| 2020-11-01 | 42.5848235014 |
| 2020-12-01 | 42.6827028972 |
| 2021-01-01 | 43.2705430307 |
| 2021-02-01 | 43.1912923790 |
| 2021-03-01 | 43.4537963955 |
| 2021-04-01 | 43.5648375349 |
| 2021-05-01 | 43.5074669656 |
| 2021-06-01 | 43.5342833785 |
| 2021-07-01 | 43.5522886950 |
| 2021-08-01 | 43.8150371661 |
| 2021-09-01 | 43.8413747662 |
| 2021-10-01 | 43.9719758359 |
| 2021-11-01 | 43.9106116383 |
| 2021-12-01 | 44.0051129250 |
| 2022-01-01 | 43.9953924489 |
| 2022-02-01 | 44.2221570505 |
| 2022-03-01 | 44.3284512814 |
| 2022-04-01 | 44.4456904212 |
| 2022-05-01 | 44.4790416463 |
| 2022-06-01 | 44.4148639318 |
| 2022-07-01 | 44.4406254439 |
| 2022-08-01 | 44.5034014755 |
| 2022-09-01 | 44.5233570420 |
| 2022-10-01 | 44.5805951586 |
| 2022-11-01 | 44.6410813138 |
| 2022-12-01 | 44.6180272828 |
| 2023-01-01 | 44.3159214170 |
| 2023-02-01 | 44.4557047947 |
| 2023-03-01 | 44.5433521508 |
| 2023-04-01 | 44.6442788962 |
| 2023-05-01 | 44.4491974903 |
| 2023-06-01 | 44.4970672606 |
| 2023-07-01 | 44.2052283772 |
| 2023-08-01 | 44.0972920938 |
| 2023-09-01 | 44.0042180234 |
| 2023-10-01 | 43.7854464259 |
| 2023-11-01 | 43.6494659430 |
| 2023-12-01 | 43.4261741871 |
| 2024-01-01 | 43.6246193805 |
| 2024-02-01 | 43.4797395902 |
| 2024-03-01 | 43.2867187933 |
| 2024-04-01 | 43.4494432645 |
| 2024-05-01 | 43.5355259727 |
| 2024-06-01 | 43.6787159529 |
| 2024-07-01 | 43.5657327675 |
| 2024-08-01 | 43.5909020634 |
| 2024-09-01 | 43.5921605345 |
| 2024-10-01 | 43.5885719739 |
| 2024-11-01 | 43.5562785755 |
| 2024-12-01 | 43.5311092552 |
| 2025-01-01 | 43.4266292472 |
| 2025-02-01 | 43.3867361320 |
| 2025-03-01 | 43.3255899315 |
| 2025-04-01 | 43.1653908959 |
| 2025-05-01 | 43.1331947856 |
| 2025-06-01 | 43.0699695823 |
| 2025-07-01 | 42.9320557838 |
| 2025-08-01 | 42.6917310083 |
| 2025-09-01 | 42.4797504590 |
| 2025-10-01 | 42.3891079666 |
| 2025-11-01 | 42.2499109768 |
| 2025-12-01 | 42.1346612414 |
| 2026-01-01 | 42.0191535549 |
| 2026-02-01 | 41.9829691522 |
| 2026-03-01 | 41.7549734488 |
| 2026-04-01 | 41.7715065702 |
| 2026-05-01 | 41.6385791113 |
| 2026-06-01 | 41.5732390591 |
| 2026-07-01 | 41.8149103936 |
| 2026-08-01 | 41.5943819330 |