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 2026-09-01 |
| Last Updated | 2026-10-20 9:49 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 | 7.1226176884 |
| 1990-02-01 | 6.9679367325 |
| 1990-03-01 | 6.9689092683 |
| 1990-04-01 | 7.0288120397 |
| 1990-05-01 | 7.0283482456 |
| 1990-06-01 | 7.0818690558 |
| 1990-07-01 | 6.9603202295 |
| 1990-08-01 | 6.9796691981 |
| 1990-09-01 | 7.1286465813 |
| 1990-10-01 | 6.8926031064 |
| 1990-11-01 | 6.7731146100 |
| 1990-12-01 | 6.9655228342 |
| 1991-01-01 | 6.9251091550 |
| 1991-02-01 | 6.9665195165 |
| 1991-03-01 | 6.9683871296 |
| 1991-04-01 | 6.6280600933 |
| 1991-05-01 | 6.6346837284 |
| 1991-06-01 | 6.5829280842 |
| 1991-07-01 | 6.5582379274 |
| 1991-08-01 | 6.5716073291 |
| 1991-09-01 | 6.5279055798 |
| 1991-10-01 | 6.5931791592 |
| 1991-11-01 | 6.5767973344 |
| 1991-12-01 | 6.6642298551 |
| 1992-01-01 | 6.3319928541 |
| 1992-02-01 | 6.4640450356 |
| 1992-03-01 | 6.4664062307 |
| 1992-04-01 | 6.4251258744 |
| 1992-05-01 | 6.4447929354 |
| 1992-06-01 | 6.3874006906 |
| 1992-07-01 | 6.4537386451 |
| 1992-08-01 | 6.3561799299 |
| 1992-09-01 | 6.4250014629 |
| 1992-10-01 | 6.3905257808 |
| 1992-11-01 | 6.3824837296 |
| 1992-12-01 | 6.3693605319 |
| 1993-01-01 | 6.4428523705 |
| 1993-02-01 | 6.4653388955 |
| 1993-03-01 | 6.4616844402 |
| 1993-04-01 | 6.4200940701 |
| 1993-05-01 | 6.4594438770 |
| 1993-06-01 | 6.4865336449 |
| 1993-07-01 | 6.5485536873 |
| 1993-08-01 | 6.5345510612 |
| 1993-09-01 | 6.5157931871 |
| 1993-10-01 | 6.5937806411 |
| 1993-11-01 | 6.5928457483 |
| 1993-12-01 | 6.5781729742 |
| 1994-01-01 | 6.5564977875 |
| 1994-02-01 | 6.4626597023 |
| 1994-03-01 | 6.5558805302 |
| 1994-04-01 | 6.6207023123 |
| 1994-05-01 | 6.5721406894 |
| 1994-06-01 | 6.5814527777 |
| 1994-07-01 | 6.4411701470 |
| 1994-08-01 | 6.6117598618 |
| 1994-09-01 | 6.6096405252 |
| 1994-10-01 | 6.3966611026 |
| 1994-11-01 | 6.6014724759 |
| 1994-12-01 | 6.6904119202 |
| 1995-01-01 | 6.6675488972 |
| 1995-02-01 | 6.6619289580 |
| 1995-03-01 | 6.6516505975 |
| 1995-04-01 | 6.7231721897 |
| 1995-05-01 | 6.6803894299 |
| 1995-06-01 | 6.6721844432 |
| 1995-07-01 | 6.6339869822 |
| 1995-08-01 | 6.6959389454 |
| 1995-09-01 | 6.7047565041 |
| 1995-10-01 | 6.7032239274 |
| 1995-11-01 | 6.7089806594 |
| 1995-12-01 | 6.6975156976 |
| 1996-01-01 | 6.4747051702 |
| 1996-02-01 | 6.7603146512 |
| 1996-03-01 | 6.8451217852 |
| 1996-04-01 | 6.8316917861 |
| 1996-05-01 | 6.7806729713 |
| 1996-06-01 | 6.8671753083 |
| 1996-07-01 | 6.8245244776 |
| 1996-08-01 | 6.8956830450 |
| 1996-09-01 | 7.0069077564 |
| 1996-10-01 | 6.8021440530 |
| 1996-11-01 | 6.8110477202 |
| 1996-12-01 | 6.8019407252 |
| 1997-01-01 | 6.7730257292 |
| 1997-02-01 | 6.8618641564 |
| 1997-03-01 | 6.8350977423 |
| 1997-04-01 | 6.8430455770 |
| 1997-05-01 | 6.9812789007 |
| 1997-06-01 | 6.9702460878 |
| 1997-07-01 | 7.0090864970 |
| 1997-08-01 | 7.0088528668 |
| 1997-09-01 | 7.0083707532 |
| 1997-10-01 | 6.9992426475 |
| 1997-11-01 | 7.0100420725 |
| 1997-12-01 | 7.0017403751 |
| 1998-01-01 | 7.0647205274 |
| 1998-02-01 | 7.0602207882 |
| 1998-03-01 | 7.0272845943 |
| 1998-04-01 | 7.0607653636 |
| 1998-05-01 | 7.0814562236 |
| 1998-06-01 | 7.0793536372 |
| 1998-07-01 | 7.1881418143 |
| 1998-08-01 | 7.1280036756 |
| 1998-09-01 | 7.1068353949 |
| 1998-10-01 | 7.1968990334 |
| 1998-11-01 | 7.2107548629 |
| 1998-12-01 | 7.1977845652 |
| 1999-01-01 | 7.0553308154 |
| 1999-02-01 | 7.1568209274 |
| 1999-03-01 | 7.2247520568 |
| 1999-04-01 | 7.1706062650 |
| 1999-05-01 | 7.1835902316 |
| 1999-06-01 | 7.2904624742 |
| 1999-07-01 | 7.1724819631 |
| 1999-08-01 | 7.1468913931 |
| 1999-09-01 | 7.1965722855 |
| 1999-10-01 | 7.2979828868 |
| 1999-11-01 | 7.3126152861 |
| 1999-12-01 | 7.3874222753 |
| 2000-01-01 | 7.4545706295 |
| 2000-02-01 | 7.4589513175 |
| 2000-03-01 | 7.5246596826 |
| 2000-04-01 | 7.5727346650 |
| 2000-05-01 | 7.5808728762 |
| 2000-06-01 | 7.5988234625 |
| 2000-07-01 | 7.6642539126 |
| 2000-08-01 | 7.6606612717 |
| 2000-09-01 | 7.6790283024 |
| 2000-10-01 | 7.7020941649 |
| 2000-11-01 | 7.7173003584 |
| 2000-12-01 | 7.6817568245 |
| 2001-01-01 | 7.7638252992 |
| 2001-02-01 | 7.7621229607 |
| 2001-03-01 | 7.6230346470 |
| 2001-04-01 | 7.5647274194 |
| 2001-05-01 | 7.5770228574 |
| 2001-06-01 | 7.6057651207 |
| 2001-07-01 | 7.6649744833 |
| 2001-08-01 | 7.6644300907 |
| 2001-09-01 | 7.6617674649 |
| 2001-10-01 | 7.6055071163 |
| 2001-11-01 | 7.6160179752 |
| 2001-12-01 | 7.6800646633 |
| 2002-01-01 | 7.6787868638 |
| 2002-02-01 | 7.7704411149 |
| 2002-03-01 | 7.7253733341 |
| 2002-04-01 | 7.7582926259 |
| 2002-05-01 | 7.7686302921 |
| 2002-06-01 | 7.8068738066 |
| 2002-07-01 | 7.6658824451 |
| 2002-08-01 | 7.7601814998 |
| 2002-09-01 | 7.8487421962 |
| 2002-10-01 | 7.8126209648 |
| 2002-11-01 | 7.7120278673 |
| 2002-12-01 | 7.8821524427 |
| 2003-01-01 | 7.7923001450 |
| 2003-02-01 | 7.7768919755 |
| 2003-03-01 | 7.8339556930 |
| 2003-04-01 | 7.8479673879 |
| 2003-05-01 | 7.8647617055 |
| 2003-06-01 | 7.8026337154 |
| 2003-07-01 | 7.7703245195 |
| 2003-08-01 | 7.7517758734 |
| 2003-09-01 | 7.7476585346 |
| 2003-10-01 | 7.7156047544 |
| 2003-11-01 | 7.6980970405 |
| 2003-12-01 | 7.6796066036 |
| 2004-01-01 | 7.7031873799 |
| 2004-02-01 | 7.7918459644 |
| 2004-03-01 | 7.8472167674 |
| 2004-04-01 | 7.8392939059 |
| 2004-05-01 | 7.8611606990 |
| 2004-06-01 | 7.7951163209 |
| 2004-07-01 | 7.8693234847 |
| 2004-08-01 | 7.9419638077 |
| 2004-09-01 | 7.8567387712 |
| 2004-10-01 | 8.0173348528 |
| 2004-11-01 | 8.0859310327 |
| 2004-12-01 | 7.9789603367 |
| 2005-01-01 | 8.0084093611 |
| 2005-02-01 | 7.9008717658 |
| 2005-03-01 | 7.9620867217 |
| 2005-04-01 | 7.9285467671 |
| 2005-05-01 | 7.9644185225 |
| 2005-06-01 | 8.0869098464 |
| 2005-07-01 | 7.9667083985 |
| 2005-08-01 | 7.9333249953 |
| 2005-09-01 | 7.9695340474 |
| 2005-10-01 | 7.9134738391 |
| 2005-11-01 | 7.9784950951 |
| 2005-12-01 | 7.9808325802 |
| 2006-01-01 | 8.0095863859 |
| 2006-02-01 | 8.0045660367 |
| 2006-03-01 | 7.9765011127 |
| 2006-04-01 | 8.0232256430 |
| 2006-05-01 | 7.9692801552 |
| 2006-06-01 | 8.0775501813 |
| 2006-07-01 | 8.0564024634 |
| 2006-08-01 | 8.1254590771 |
| 2006-09-01 | 8.0771838114 |
| 2006-10-01 | 8.1156732193 |
| 2006-11-01 | 8.1832774677 |
| 2006-12-01 | 8.1870943591 |
| 2007-01-01 | 8.1099382305 |
| 2007-02-01 | 8.0989464960 |
| 2007-03-01 | 8.0858556595 |
| 2007-04-01 | 8.1176337992 |
| 2007-05-01 | 8.1744404831 |
| 2007-06-01 | 8.0655092610 |
| 2007-07-01 | 8.1494655723 |
| 2007-08-01 | 8.1221466954 |
| 2007-09-01 | 8.0813491762 |
| 2007-10-01 | 8.1165226575 |
| 2007-11-01 | 8.0927364142 |
| 2007-12-01 | 8.0910230487 |
| 2008-01-01 | 8.1165332074 |
| 2008-02-01 | 8.0967843045 |
| 2008-03-01 | 8.0826845965 |
| 2008-04-01 | 8.1133563945 |
| 2008-05-01 | 8.0728613428 |
| 2008-06-01 | 8.1606247220 |
| 2008-07-01 | 8.0436004271 |
| 2008-08-01 | 8.0224217917 |
| 2008-09-01 | 8.0781247410 |
| 2008-10-01 | 8.1166697445 |
| 2008-11-01 | 8.0079920305 |
| 2008-12-01 | 8.0000320193 |
| 2009-01-01 | 8.0242905077 |
| 2009-02-01 | 8.0936522735 |
| 2009-03-01 | 8.1650290105 |
| 2009-04-01 | 8.0119254554 |
| 2009-05-01 | 7.9688030882 |
| 2009-06-01 | 7.9577891662 |
| 2009-07-01 | 7.9506044351 |
| 2009-08-01 | 7.9269455509 |
| 2009-09-01 | 7.8716617689 |
| 2009-10-01 | 7.8094447869 |
| 2009-11-01 | 7.8175801876 |
| 2009-12-01 | 7.8125976451 |
| 2010-01-01 | 7.8301470524 |
| 2010-02-01 | 7.7928513698 |
| 2010-03-01 | 7.7413985302 |
| 2010-04-01 | 7.8157430996 |
| 2010-05-01 | 7.8630105768 |
| 2010-06-01 | 7.8572525598 |
| 2010-07-01 | 7.8649321614 |
| 2010-08-01 | 7.8337919140 |
| 2010-09-01 | 7.7574641472 |
| 2010-10-01 | 7.8052418976 |
| 2010-11-01 | 7.8229516554 |
| 2010-12-01 | 7.8253604925 |
| 2011-01-01 | 7.7272829428 |
| 2011-02-01 | 7.6956010157 |
| 2011-03-01 | 7.7250619279 |
| 2011-04-01 | 7.7181918308 |
| 2011-05-01 | 7.5543105819 |
| 2011-06-01 | 7.5570494026 |
| 2011-07-01 | 7.5848390819 |
| 2011-08-01 | 7.5421673207 |
| 2011-09-01 | 7.5456851715 |
| 2011-10-01 | 7.5015867454 |
| 2011-11-01 | 7.4194261276 |
| 2011-12-01 | 7.4314423235 |
| 2012-01-01 | 7.3225289376 |
| 2012-02-01 | 7.4001151625 |
| 2012-03-01 | 7.4193165431 |
| 2012-04-01 | 7.3168287989 |
| 2012-05-01 | 7.3481005460 |
| 2012-06-01 | 7.3629084824 |
| 2012-07-01 | 7.2997594042 |
| 2012-08-01 | 7.3460896636 |
| 2012-09-01 | 7.3317664406 |
| 2012-10-01 | 7.4007755980 |
| 2012-11-01 | 7.4194739764 |
| 2012-12-01 | 7.3367970500 |
| 2013-01-01 | 7.4127212436 |
| 2013-02-01 | 7.4026654854 |
| 2013-03-01 | 7.4211547099 |
| 2013-04-01 | 7.3154739540 |
| 2013-05-01 | 7.4434435534 |
| 2013-06-01 | 7.4677126263 |
| 2013-07-01 | 7.4104718047 |
| 2013-08-01 | 7.4467994763 |
| 2013-09-01 | 7.5223668495 |
| 2013-10-01 | 7.5012772588 |
| 2013-11-01 | 7.5184620555 |
| 2013-12-01 | 7.5409026893 |
| 2014-01-01 | 7.6056085646 |
| 2014-02-01 | 7.5970003628 |
| 2014-03-01 | 7.6287325234 |
| 2014-04-01 | 7.7161175724 |
| 2014-05-01 | 7.7446629017 |
| 2014-06-01 | 7.6700086317 |
| 2014-07-01 | 7.7163418402 |
| 2014-08-01 | 7.6421888677 |
| 2014-09-01 | 7.7156228652 |
| 2014-10-01 | 7.7029210708 |
| 2014-11-01 | 7.7218416177 |
| 2014-12-01 | 7.7399317126 |
| 2015-01-01 | 7.7014151231 |
| 2015-02-01 | 7.6881337134 |
| 2015-03-01 | 7.6382601547 |
| 2015-04-01 | 7.7203365244 |
| 2015-05-01 | 7.6461685332 |
| 2015-06-01 | 7.6732705590 |
| 2015-07-01 | 7.7162280895 |
| 2015-08-01 | 7.7373232034 |
| 2015-09-01 | 7.7188676696 |
| 2015-10-01 | 7.7016734356 |
| 2015-11-01 | 7.7196169045 |
| 2015-12-01 | 7.7295581702 |
| 2016-01-01 | 7.8030794439 |
| 2016-02-01 | 7.7793919976 |
| 2016-03-01 | 7.8493444464 |
| 2016-04-01 | 7.8246741207 |
| 2016-05-01 | 7.8575310481 |
| 2016-06-01 | 7.7719563701 |
| 2016-07-01 | 7.9142956233 |
| 2016-08-01 | 7.9365494664 |
| 2016-09-01 | 7.9208609819 |
| 2016-10-01 | 7.8965285506 |
| 2016-11-01 | 7.9156008195 |
| 2016-12-01 | 7.9185393990 |
| 2017-01-01 | 7.9060422444 |
| 2017-02-01 | 7.9678770417 |
| 2017-03-01 | 7.9568905259 |
| 2017-04-01 | 7.9335525202 |
| 2017-05-01 | 7.9743941340 |
| 2017-06-01 | 7.9696103141 |
| 2017-07-01 | 7.9142731081 |
| 2017-08-01 | 7.9418489037 |
| 2017-09-01 | 7.9201227311 |
| 2017-10-01 | 7.9857595700 |
| 2017-11-01 | 7.9020333669 |
| 2017-12-01 | 8.0125592646 |
| 2018-01-01 | 7.9087682145 |
| 2018-02-01 | 7.9588658213 |
| 2018-03-01 | 7.9697532503 |
| 2018-04-01 | 7.9372746632 |
| 2018-05-01 | 7.9938368749 |
| 2018-06-01 | 7.9647182566 |
| 2018-07-01 | 8.0126770671 |
| 2018-08-01 | 8.0529323148 |
| 2018-09-01 | 8.0128399883 |
| 2018-10-01 | 8.0764174252 |
| 2018-11-01 | 8.0913240334 |
| 2018-12-01 | 8.1067714057 |
| 2019-01-01 | 8.1101646889 |
| 2019-02-01 | 8.0571168230 |
| 2019-03-01 | 8.0778021626 |
| 2019-04-01 | 8.1367415319 |
| 2019-05-01 | 8.1102293548 |
| 2019-06-01 | 8.1703435978 |
| 2019-07-01 | 8.1025070079 |
| 2019-08-01 | 8.0603242876 |
| 2019-09-01 | 8.1051748812 |
| 2019-10-01 | 8.0743138148 |
| 2019-11-01 | 8.1827972688 |
| 2019-12-01 | 8.1019811680 |
| 2020-01-01 | 8.1095037485 |
| 2020-02-01 | 8.1656060526 |
| 2020-03-01 | 8.0817846681 |
| 2020-04-01 | 5.1289670485 |
| 2020-05-01 | 5.6237750488 |
| 2020-06-01 | 5.8786510084 |
| 2020-07-01 | 6.8848476492 |
| 2020-08-01 | 6.9576231474 |
| 2020-09-01 | 7.1022955589 |
| 2020-10-01 | 7.1860180692 |
| 2020-11-01 | 7.2823964255 |
| 2020-12-01 | 7.2012792248 |
| 2021-01-01 | 7.3049783389 |
| 2021-02-01 | 7.3752402636 |
| 2021-03-01 | 7.3712441041 |
| 2021-04-01 | 7.5238899803 |
| 2021-05-01 | 7.5307502882 |
| 2021-06-01 | 7.5913815619 |
| 2021-07-01 | 7.6707941094 |
| 2021-08-01 | 7.6451113711 |
| 2021-09-01 | 7.7027938793 |
| 2021-10-01 | 7.7008994305 |
| 2021-11-01 | 7.6875151973 |
| 2021-12-01 | 7.8073170657 |
| 2022-01-01 | 7.6978957681 |
| 2022-02-01 | 7.6874171750 |
| 2022-03-01 | 7.7564488058 |
| 2022-04-01 | 7.7172984270 |
| 2022-05-01 | 7.7287327969 |
| 2022-06-01 | 7.7005990799 |
| 2022-07-01 | 7.7622819001 |
| 2022-08-01 | 7.8265765749 |
| 2022-09-01 | 7.7115239997 |
| 2022-10-01 | 7.6162172238 |
| 2022-11-01 | 7.6994425946 |
| 2022-12-01 | 7.7104238321 |
| 2023-01-01 | 7.6920907505 |
| 2023-02-01 | 7.6964176947 |
| 2023-03-01 | 7.7404713209 |
| 2023-04-01 | 7.7142918165 |
| 2023-05-01 | 7.7216852236 |
| 2023-06-01 | 7.7051035931 |
| 2023-07-01 | 7.7591287879 |
| 2023-08-01 | 7.8112867335 |
| 2023-09-01 | 7.7237983567 |
| 2023-10-01 | 7.7245324101 |
| 2023-11-01 | 7.8091560109 |
| 2023-12-01 | 7.8135572049 |
| 2024-01-01 | 7.8870537935 |
| 2024-02-01 | 7.9039166510 |
| 2024-03-01 | 7.9332945814 |
| 2024-04-01 | 7.9119189537 |
| 2024-05-01 | 7.9127784019 |
| 2024-06-01 | 7.9002973168 |
| 2024-07-01 | 7.8602503964 |
| 2024-08-01 | 7.9023886293 |
| 2024-09-01 | 7.9356636682 |
| 2024-10-01 | 7.9304592401 |
| 2024-11-01 | 7.9148554104 |
| 2024-12-01 | 7.9156692381 |
| 2025-01-01 | 7.9837978988 |
| 2025-02-01 | 7.9027023962 |
| 2025-03-01 | 7.9335039593 |
| 2025-04-01 | 7.9125401126 |
| 2025-05-01 | 8.0065785504 |
| 2025-06-01 | 7.8907685615 |
| 2025-07-01 | 7.8666318957 |
| 2025-08-01 | 7.9040493141 |
| 2025-09-01 | 7.8391882606 |
| 2025-10-01 | 7.9274755341 |
| 2025-11-01 | 7.8162103158 |
| 2025-12-01 | 7.8194103240 |
| 2026-01-01 | 7.7820932852 |
| 2026-02-01 | 7.8009720352 |
| 2026-03-01 | 7.7398793085 |
| 2026-04-01 | 7.8128613412 |
| 2026-05-01 | 7.8020217057 |
| 2026-06-01 | 7.8821403743 |
| 2026-07-01 | 7.8709440276 |
| 2026-08-01 | 7.8069908482 |
| 2026-09-01 | 7.8398000954 |