Table Data - All Employees: Other Services in Reading, PA (MSA)
| Title | All Employees: Other Services in Reading, PA (MSA) |
|---|---|
| Series ID | READ742SRVO |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 7:12 AM CST |
| 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 | 7.1225669991003295 |
| 1990-02-01 | 6.9678322425752800 |
| 1990-03-01 | 6.9687957963612810 |
| 1990-04-01 | 7.0289157468855405 |
| 1990-05-01 | 7.0284368992422195 |
| 1990-06-01 | 7.0819392458337500 |
| 1990-07-01 | 6.9603686530718900 |
| 1990-08-01 | 6.9796941451556800 |
| 1990-09-01 | 7.1286398564256395 |
| 1990-10-01 | 6.8925892670297500 |
| 1990-11-01 | 6.7730808976225400 |
| 1990-12-01 | 6.9655029273915490 |
| 1991-01-01 | 6.9250641767538700 |
| 1991-02-01 | 6.9664233977781390 |
| 1991-03-01 | 6.9682877764831790 |
| 1991-04-01 | 6.6281559747126195 |
| 1991-05-01 | 6.6347627505715890 |
| 1991-06-01 | 6.5829904480601900 |
| 1991-07-01 | 6.5582821486262500 |
| 1991-08-01 | 6.5716294494441900 |
| 1991-09-01 | 6.5278976279390300 |
| 1991-10-01 | 6.5931642038142800 |
| 1991-11-01 | 6.5767670270342200 |
| 1991-12-01 | 6.6642129144035600 |
| 1992-01-01 | 6.3319562444922900 |
| 1992-02-01 | 6.4639644564319510 |
| 1992-03-01 | 6.4663238625946110 |
| 1992-04-01 | 6.4252126585077410 |
| 1992-05-01 | 6.4448580097366110 |
| 1992-06-01 | 6.3874496334017900 |
| 1992-07-01 | 6.4537732334223090 |
| 1992-08-01 | 6.3561949180602800 |
| 1992-09-01 | 6.4249914564323305 |
| 1992-10-01 | 6.3905072923805800 |
| 1992-11-01 | 6.3824565608481200 |
| 1992-12-01 | 6.3693455845328400 |
| 1993-01-01 | 6.4428461062353400 |
| 1993-02-01 | 6.4652781823914410 |
| 1993-03-01 | 6.4616318653873700 |
| 1993-04-01 | 6.4201533990986110 |
| 1993-05-01 | 6.4594847630950400 |
| 1993-06-01 | 6.4865645809909810 |
| 1993-07-01 | 6.5485778208497600 |
| 1993-08-01 | 6.5345600509081790 |
| 1993-09-01 | 6.5157835569744690 |
| 1993-10-01 | 6.5937620232508705 |
| 1993-11-01 | 6.5928245918029500 |
| 1993-12-01 | 6.5781595429231590 |
| 1994-01-01 | 6.5565206290327500 |
| 1994-02-01 | 6.4626203873045010 |
| 1994-03-01 | 6.5558523582174000 |
| 1994-04-01 | 6.6207359248748805 |
| 1994-05-01 | 6.5721597140304100 |
| 1994-06-01 | 6.5814670330339410 |
| 1994-07-01 | 6.4411826238154810 |
| 1994-08-01 | 6.6117622846019100 |
| 1994-09-01 | 6.6096313914492795 |
| 1994-10-01 | 6.3966441009539405 |
| 1994-11-01 | 6.6014572336917310 |
| 1994-12-01 | 6.6904007607037900 |
| 1995-01-01 | 6.6676000145820410 |
| 1995-02-01 | 6.6619048324402310 |
| 1995-03-01 | 6.6516437142351900 |
| 1995-04-01 | 6.7231799361661900 |
| 1995-05-01 | 6.6803888023594400 |
| 1995-06-01 | 6.6721855391682805 |
| 1995-07-01 | 6.6339917739671210 |
| 1995-08-01 | 6.6959390318218600 |
| 1995-09-01 | 6.7047507578241800 |
| 1995-10-01 | 6.7032121964069100 |
| 1995-11-01 | 6.7089720290958610 |
| 1995-12-01 | 6.6975072521229100 |
| 1996-01-01 | 6.4747618692346590 |
| 1996-02-01 | 6.7602994648560095 |
| 1996-03-01 | 6.8451162883134700 |
| 1996-04-01 | 6.8316940831800200 |
| 1996-05-01 | 6.7806675653079500 |
| 1996-06-01 | 6.8671714240533790 |
| 1996-07-01 | 6.8245236135189105 |
| 1996-08-01 | 6.8956805979715890 |
| 1996-09-01 | 7.0069040240103090 |
| 1996-10-01 | 6.8021354812861800 |
| 1996-11-01 | 6.8110409684306590 |
| 1996-12-01 | 6.8019335743383800 |
| 1997-01-01 | 6.7730847955193790 |
| 1997-02-01 | 6.8618531849975510 |
| 1997-03-01 | 6.8350916396721510 |
| 1997-04-01 | 6.8430434744562900 |
| 1997-05-01 | 6.9812723710773300 |
| 1997-06-01 | 6.9702409507358400 |
| 1997-07-01 | 7.0090834066202900 |
| 1997-08-01 | 7.0088502001211600 |
| 1997-09-01 | 7.0083699170064010 |
| 1997-10-01 | 6.9992375867680990 |
| 1997-11-01 | 7.0100378632917200 |
| 1997-12-01 | 7.0017357498071300 |
| 1998-01-01 | 7.0647634509473600 |
| 1998-02-01 | 7.0602160902903890 |
| 1998-03-01 | 7.0272801276376900 |
| 1998-04-01 | 7.0607611781045900 |
| 1998-05-01 | 7.0814509213892105 |
| 1998-06-01 | 7.0793495721317194 |
| 1998-07-01 | 7.1881382448231510 |
| 1998-08-01 | 7.1280013055131200 |
| 1998-09-01 | 7.1068362273852000 |
| 1998-10-01 | 7.1968971562208600 |
| 1998-11-01 | 7.2107529348921595 |
| 1998-12-01 | 7.1977825362179700 |
| 1999-01-01 | 7.0553561467970995 |
| 1999-02-01 | 7.1568186247576390 |
| 1999-03-01 | 7.2247495141946300 |
| 1999-04-01 | 7.1706034800420000 |
| 1999-05-01 | 7.1835864110551800 |
| 1999-06-01 | 7.2904591818866600 |
| 1999-07-01 | 7.1724790671645900 |
| 1999-08-01 | 7.1468899351986300 |
| 1999-09-01 | 7.1965740670333100 |
| 1999-10-01 | 7.2979826181770500 |
| 1999-11-01 | 7.3126156017998490 |
| 1999-12-01 | 7.3874229410568090 |
| 2000-01-01 | 7.4545784774926600 |
| 2000-02-01 | 7.4589515747040100 |
| 2000-03-01 | 7.5246592802052500 |
| 2000-04-01 | 7.5727335318230200 |
| 2000-05-01 | 7.5808708674246200 |
| 2000-06-01 | 7.5988214312233900 |
| 2000-07-01 | 7.6642521197619900 |
| 2000-08-01 | 7.6606603205268490 |
| 2000-09-01 | 7.6790295597982800 |
| 2000-10-01 | 7.7020940465829410 |
| 2000-11-01 | 7.7173004550216290 |
| 2000-12-01 | 7.6817568909355200 |
| 2001-01-01 | 7.7638305546492505 |
| 2001-02-01 | 7.7621226149368200 |
| 2001-03-01 | 7.6230341008447300 |
| 2001-04-01 | 7.5647266649310305 |
| 2001-05-01 | 7.5770220717604400 |
| 2001-06-01 | 7.6057639148688700 |
| 2001-07-01 | 7.6649735743858710 |
| 2001-08-01 | 7.6644296201271910 |
| 2001-09-01 | 7.6617680395306800 |
| 2001-10-01 | 7.6055069952927100 |
| 2001-11-01 | 7.6160181282491700 |
| 2001-12-01 | 7.6800645957426500 |
| 2002-01-01 | 7.6787901519737310 |
| 2002-02-01 | 7.7704407714677600 |
| 2002-03-01 | 7.7253729239866695 |
| 2002-04-01 | 7.7582921864691100 |
| 2002-05-01 | 7.7686299173550900 |
| 2002-06-01 | 7.8068729770969900 |
| 2002-07-01 | 7.6658821170625300 |
| 2002-08-01 | 7.7601813048075500 |
| 2002-09-01 | 7.8487420099742900 |
| 2002-10-01 | 7.8126209742990490 |
| 2002-11-01 | 7.7120283552960990 |
| 2002-12-01 | 7.8821526654206300 |
| 2003-01-01 | 7.7923013726859810 |
| 2003-02-01 | 7.7768920354510090 |
| 2003-03-01 | 7.8339555749336600 |
| 2003-04-01 | 7.8479671818750600 |
| 2003-05-01 | 7.8647615212916400 |
| 2003-06-01 | 7.8026330211888600 |
| 2003-07-01 | 7.7703242717562810 |
| 2003-08-01 | 7.7517758149710500 |
| 2003-09-01 | 7.7476582671320200 |
| 2003-10-01 | 7.7156047393046390 |
| 2003-11-01 | 7.6980976162531000 |
| 2003-12-01 | 7.6796067865659206 |
| 2004-01-01 | 7.7031879665357690 |
| 2004-02-01 | 7.7918460800554500 |
| 2004-03-01 | 7.8472166977929610 |
| 2004-04-01 | 7.8392938008301900 |
| 2004-05-01 | 7.8611606474612600 |
| 2004-06-01 | 7.7951156272894000 |
| 2004-07-01 | 7.8693233662499400 |
| 2004-08-01 | 7.9419638093629690 |
| 2004-09-01 | 7.8567385508795800 |
| 2004-10-01 | 8.0173348818087400 |
| 2004-11-01 | 8.0859315928117600 |
| 2004-12-01 | 7.9789605159484600 |
| 2005-01-01 | 8.0084094019892600 |
| 2005-02-01 | 7.9008719497807300 |
| 2005-03-01 | 7.9620867262790590 |
| 2005-04-01 | 7.9285467544628800 |
| 2005-05-01 | 7.9644185687715490 |
| 2005-06-01 | 8.0869091314911200 |
| 2005-07-01 | 7.9667083754554200 |
| 2005-08-01 | 7.9333250244550895 |
| 2005-09-01 | 7.9695338439533400 |
| 2005-10-01 | 7.9134738987438290 |
| 2005-11-01 | 7.9784955715296100 |
| 2005-12-01 | 7.9808326645914900 |
| 2006-01-01 | 8.0095863926604300 |
| 2006-02-01 | 8.0045661957050100 |
| 2006-03-01 | 7.9765010995833600 |
| 2006-04-01 | 8.0232256328266200 |
| 2006-05-01 | 7.9692802208009500 |
| 2006-06-01 | 8.0775495228490310 |
| 2006-07-01 | 8.0564025086589090 |
| 2006-08-01 | 8.1254591384453500 |
| 2006-09-01 | 8.0771837204729700 |
| 2006-10-01 | 8.1156733314054700 |
| 2006-11-01 | 8.1832777509366300 |
| 2006-12-01 | 8.1870943620186600 |
| 2007-01-01 | 8.1099382114905500 |
| 2007-02-01 | 8.0989465791831510 |
| 2007-03-01 | 8.0858555797425690 |
| 2007-04-01 | 8.1176337996302200 |
| 2007-05-01 | 8.1744405809780980 |
| 2007-06-01 | 8.0655088013298800 |
| 2007-07-01 | 8.1494657006131100 |
| 2007-08-01 | 8.1221468549827000 |
| 2007-09-01 | 8.0813491720854900 |
| 2007-10-01 | 8.1165227964567190 |
| 2007-11-01 | 8.0927364707584000 |
| 2007-12-01 | 8.0910228981026900 |
| 2008-01-01 | 8.1165330183013900 |
| 2008-02-01 | 8.0967842054031900 |
| 2008-03-01 | 8.0826844030970200 |
| 2008-04-01 | 8.1133568831299100 |
| 2008-05-01 | 8.0728612233946100 |
| 2008-06-01 | 8.1606244966281790 |
| 2008-07-01 | 8.0436006488202000 |
| 2008-08-01 | 8.0224220994957900 |
| 2008-09-01 | 8.0781249225697400 |
| 2008-10-01 | 8.1166701098599100 |
| 2008-11-01 | 8.0079922402079900 |
| 2008-12-01 | 8.0000321667265800 |
| 2009-01-01 | 8.0242884114972490 |
| 2009-02-01 | 8.0936521421662490 |
| 2009-03-01 | 8.1650285713392400 |
| 2009-04-01 | 8.0119261857270980 |
| 2009-05-01 | 7.9688026659735500 |
| 2009-06-01 | 7.9577894186311200 |
| 2009-07-01 | 7.9506054020244690 |
| 2009-08-01 | 7.9269467975557810 |
| 2009-09-01 | 7.8716627912608600 |
| 2009-10-01 | 7.8094456284275200 |
| 2009-11-01 | 7.8175803648204300 |
| 2009-12-01 | 7.8125964992839090 |
| 2010-01-01 | 7.8301422513342910 |
| 2010-02-01 | 7.7928503145969910 |
| 2010-03-01 | 7.7413969117634590 |
| 2010-04-01 | 7.8157466424301100 |
| 2010-05-01 | 7.8630095338045990 |
| 2010-06-01 | 7.8572535823608700 |
| 2010-07-01 | 7.8649346639822100 |
| 2010-08-01 | 7.8337949866858300 |
| 2010-09-01 | 7.7574665476806610 |
| 2010-10-01 | 7.8052428018186200 |
| 2010-11-01 | 7.8229507875805310 |
| 2010-12-01 | 7.8253569468335700 |
| 2011-01-01 | 7.7272751655397200 |
| 2011-02-01 | 7.6955993957156210 |
| 2011-03-01 | 7.7250599891014010 |
| 2011-04-01 | 7.7181990054660790 |
| 2011-05-01 | 7.5543028706232910 |
| 2011-06-01 | 7.5570484125834500 |
| 2011-07-01 | 7.5848376519985000 |
| 2011-08-01 | 7.5422034805956700 |
| 2011-09-01 | 7.5456825966047600 |
| 2011-10-01 | 7.5015820824603600 |
| 2011-11-01 | 7.4194191177496300 |
| 2011-12-01 | 7.4314317465525200 |
| 2012-01-01 | 7.3225141625523000 |
| 2012-02-01 | 7.4001055848761100 |
| 2012-03-01 | 7.4193064014777190 |
| 2012-04-01 | 7.3168778161112800 |
| 2012-05-01 | 7.3480812553125405 |
| 2012-06-01 | 7.3629031471595300 |
| 2012-07-01 | 7.2997533119958600 |
| 2012-08-01 | 7.3461577715573610 |
| 2012-09-01 | 7.3317555852447110 |
| 2012-10-01 | 7.4007610635445795 |
| 2012-11-01 | 7.4194566962931700 |
| 2012-12-01 | 7.3367766583059000 |
| 2013-01-01 | 7.4126977591209995 |
| 2013-02-01 | 7.4026492005207190 |
| 2013-03-01 | 7.4211399793546610 |
| 2013-04-01 | 7.3155664731275200 |
| 2013-05-01 | 7.4434187680631800 |
| 2013-06-01 | 7.4677159944618290 |
| 2013-07-01 | 7.4104617056233610 |
| 2013-08-01 | 7.4468955591209800 |
| 2013-09-01 | 7.5223399582603100 |
| 2013-10-01 | 7.5012437309589100 |
| 2013-11-01 | 7.5184270051210310 |
| 2013-12-01 | 7.5408694341373800 |
| 2014-01-01 | 7.6055801819160790 |
| 2014-02-01 | 7.5969818487913200 |
| 2014-03-01 | 7.6287161613909600 |
| 2014-04-01 | 7.7162564430260600 |
| 2014-05-01 | 7.7446406100728100 |
| 2014-06-01 | 7.6700229692194810 |
| 2014-07-01 | 7.7163420073010400 |
| 2014-08-01 | 7.6423074727695500 |
| 2014-09-01 | 7.7156306750554690 |
| 2014-10-01 | 7.7027167936899200 |
| 2014-11-01 | 7.7218432080955495 |
| 2014-12-01 | 7.7398780619963300 |
| 2015-01-01 | 7.7014106064967690 |
| 2015-02-01 | 7.6881358539360310 |
| 2015-03-01 | 7.6382660774932510 |
| 2015-04-01 | 7.7204934485127100 |
| 2015-05-01 | 7.6461546649524700 |
| 2015-06-01 | 7.6732870322253100 |
| 2015-07-01 | 7.7162193244957490 |
| 2015-08-01 | 7.7374493598206400 |
| 2015-09-01 | 7.7189105589082505 |
| 2015-10-01 | 7.7013127831270900 |
| 2015-11-01 | 7.7196702039559010 |
| 2015-12-01 | 7.7294902337218705 |
| 2016-01-01 | 7.8030929071362900 |
| 2016-02-01 | 7.7794067432213200 |
| 2016-03-01 | 7.8493760293746400 |
| 2016-04-01 | 7.8248752563709500 |
| 2016-05-01 | 7.8575478856151000 |
| 2016-06-01 | 7.7719642473181905 |
| 2016-07-01 | 7.9142650890858600 |
| 2016-08-01 | 7.9365929587991200 |
| 2016-09-01 | 7.9208356800134405 |
| 2016-10-01 | 7.8958528894693400 |
| 2016-11-01 | 7.9165630684206105 |
| 2016-12-01 | 7.9182126120949990 |
| 2017-01-01 | 7.9058332101206600 |
| 2017-02-01 | 7.9676008513093600 |
| 2017-03-01 | 7.9566661879237990 |
| 2017-04-01 | 7.9340276646598396 |
| 2017-05-01 | 7.9752715988680400 |
| 2017-06-01 | 7.9692720428812000 |
| 2017-07-01 | 7.9141304064459300 |
| 2017-08-01 | 7.9417278498955000 |
| 2017-09-01 | 7.9199063140190900 |
| 2017-10-01 | 7.9846979774301790 |
| 2017-11-01 | 7.9046340528943300 |
| 2017-12-01 | 8.0115882330569600 |
| 2018-01-01 | 7.9081406611438610 |
| 2018-02-01 | 7.9581262558303290 |
| 2018-03-01 | 7.9691571549069000 |
| 2018-04-01 | 7.9380081939224100 |
| 2018-05-01 | 7.9956743704553500 |
| 2018-06-01 | 7.9642441211398100 |
| 2018-07-01 | 8.0126575495605490 |
| 2018-08-01 | 8.0527945655767000 |
| 2018-09-01 | 8.0125086340687090 |
| 2018-10-01 | 8.0750358568099700 |
| 2018-11-01 | 8.0956950749716100 |
| 2018-12-01 | 8.1034982368781600 |
| 2019-01-01 | 8.1094733223937700 |
| 2019-02-01 | 8.0562495130423000 |
| 2019-03-01 | 8.0770498141613310 |
| 2019-04-01 | 8.1378993164247910 |
| 2019-05-01 | 8.1131683011916600 |
| 2019-06-01 | 8.1697798435657310 |
| 2019-07-01 | 8.1025713949391190 |
| 2019-08-01 | 8.0612244349472900 |
| 2019-09-01 | 8.1047883029067900 |
| 2019-10-01 | 8.0701731896221400 |
| 2019-11-01 | 8.1882544146833800 |
| 2019-12-01 | 8.0971330834851920 |
| 2020-01-01 | 8.1095754025013810 |
| 2020-02-01 | 8.1654792805696300 |
| 2020-03-01 | 8.0816151075569300 |
| 2020-04-01 | 5.1303029492988800 |
| 2020-05-01 | 5.6259726203491910 |
| 2020-06-01 | 5.8763666441753600 |
| 2020-07-01 | 6.8890336844213000 |
| 2020-08-01 | 6.9617565788410305 |
| 2020-09-01 | 7.0985214339700400 |
| 2020-10-01 | 7.1763144711809200 |
| 2020-11-01 | 7.2909013190858400 |
| 2020-12-01 | 7.1906902401476910 |
| 2021-01-01 | 7.3085226852919805 |
| 2021-02-01 | 7.3772883911534200 |
| 2021-03-01 | 7.3729056336587910 |
| 2021-04-01 | 7.5272171598114000 |
| 2021-05-01 | 7.5347083984421800 |
| 2021-06-01 | 7.5840937508170100 |
| 2021-07-01 | 7.6763817829675990 |
| 2021-08-01 | 7.6499854707658805 |
| 2021-09-01 | 7.6994485179952300 |
| 2021-10-01 | 7.6819608697610790 |
| 2021-11-01 | 7.7003346994351790 |
| 2021-12-01 | 7.7919596966734600 |
| 2022-01-01 | 7.7080276253072695 |
| 2022-02-01 | 7.6889499041575510 |
| 2022-03-01 | 7.7617782048466300 |
| 2022-04-01 | 7.7235056831709095 |
| 2022-05-01 | 7.7324757467863090 |
| 2022-06-01 | 7.6864272363744700 |
| 2022-07-01 | 7.7694042796467300 |
| 2022-08-01 | 7.8348361727561790 |
| 2022-09-01 | 7.7074289249420300 |
| 2022-10-01 | 7.5902940120824000 |
| 2022-11-01 | 7.7152297077104700 |
| 2022-12-01 | 7.6885471326811700 |
| 2023-01-01 | 7.7091378825910700 |
| 2023-02-01 | 7.6982212261232800 |
| 2023-03-01 | 7.7457683253838400 |
| 2023-04-01 | 7.7252476137282800 |
| 2023-05-01 | 7.7263248496078000 |
| 2023-06-01 | 7.6878823814093210 |
| 2023-07-01 | 7.6657897216686100 |
| 2023-08-01 | 7.7183340910597000 |
| 2023-09-01 | 7.7212367116214695 |
| 2023-10-01 | 7.6942451570740900 |
| 2023-11-01 | 7.7266495578128100 |
| 2023-12-01 | 7.7892284841153800 |
| 2024-01-01 | 7.9082412910657200 |
| 2024-02-01 | 7.8053506497770700 |
| 2024-03-01 | 7.8352980491439200 |
| 2024-04-01 | 7.7255679848504800 |
| 2024-05-01 | 7.8177492761606500 |
| 2024-06-01 | 7.8843325233897500 |
| 2024-07-01 | 7.8682607530671600 |
| 2024-08-01 | 7.9088437070128300 |
| 2024-09-01 | 7.8310639373361400 |
| 2024-10-01 | 7.8999272214753300 |
| 2024-11-01 | 7.8334117123338310 |
