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 2026-08-01 |
| Last Updated | 2026-09-18 12:15 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 | 7.1226166411 |
| 1990-02-01 | 6.9679358905 |
| 1990-03-01 | 6.9689083539 |
| 1990-04-01 | 7.0288130658 |
| 1990-05-01 | 7.0283491007 |
| 1990-06-01 | 7.0818697155 |
| 1990-07-01 | 6.9603207301 |
| 1990-08-01 | 6.9796695287 |
| 1990-09-01 | 7.1286475122 |
| 1990-10-01 | 6.8926028934 |
| 1990-11-01 | 6.7731138284 |
| 1990-12-01 | 6.9655223833 |
| 1991-01-01 | 6.9251079171 |
| 1991-02-01 | 6.9665188103 |
| 1991-03-01 | 6.9683859817 |
| 1991-04-01 | 6.6280615643 |
| 1991-05-01 | 6.6346843178 |
| 1991-06-01 | 6.5829286189 |
| 1991-07-01 | 6.5582384271 |
| 1991-08-01 | 6.5716079855 |
| 1991-09-01 | 6.5279067053 |
| 1991-10-01 | 6.5931792199 |
| 1991-11-01 | 6.5767964154 |
| 1991-12-01 | 6.6642290243 |
| 1992-01-01 | 6.3319911899 |
| 1992-02-01 | 6.4640442851 |
| 1992-03-01 | 6.4664047824 |
| 1992-04-01 | 6.4251278312 |
| 1992-05-01 | 6.4447933270 |
| 1992-06-01 | 6.3874010863 |
| 1992-07-01 | 6.4537392228 |
| 1992-08-01 | 6.3561811553 |
| 1992-09-01 | 6.4250030043 |
| 1992-10-01 | 6.3905267580 |
| 1992-11-01 | 6.3824838285 |
| 1992-12-01 | 6.3693608260 |
| 1993-01-01 | 6.4428431843 |
| 1993-02-01 | 6.4653396707 |
| 1993-03-01 | 6.4616839567 |
| 1993-04-01 | 6.4200970491 |
| 1993-05-01 | 6.4594443597 |
| 1993-06-01 | 6.4865341717 |
| 1993-07-01 | 6.5485544533 |
| 1993-08-01 | 6.5345527675 |
| 1993-09-01 | 6.5157949856 |
| 1993-10-01 | 6.5937825810 |
| 1993-11-01 | 6.5928468426 |
| 1993-12-01 | 6.5781742380 |
| 1994-01-01 | 6.5564810990 |
| 1994-02-01 | 6.4626616606 |
| 1994-03-01 | 6.5558811567 |
| 1994-04-01 | 6.6207058078 |
| 1994-05-01 | 6.5721417413 |
| 1994-06-01 | 6.5814536853 |
| 1994-07-01 | 6.4411712615 |
| 1994-08-01 | 6.6117618654 |
| 1994-09-01 | 6.6096426104 |
| 1994-10-01 | 6.3966637250 |
| 1994-11-01 | 6.6014745613 |
| 1994-12-01 | 6.6904142353 |
| 1995-01-01 | 6.6675247904 |
| 1995-02-01 | 6.6619321693 |
| 1995-03-01 | 6.6516523959 |
| 1995-04-01 | 6.7231762645 |
| 1995-05-01 | 6.6803911328 |
| 1995-06-01 | 6.6721858726 |
| 1995-07-01 | 6.6339885473 |
| 1995-08-01 | 6.6959409883 |
| 1995-09-01 | 6.7047581261 |
| 1995-10-01 | 6.7032266485 |
| 1995-11-01 | 6.7089827807 |
| 1995-12-01 | 6.6975178905 |
| 1996-01-01 | 6.4746803740 |
| 1996-02-01 | 6.7603175892 |
| 1996-03-01 | 6.8451238579 |
| 1996-04-01 | 6.8316954263 |
| 1996-05-01 | 6.7806752523 |
| 1996-06-01 | 6.8671771522 |
| 1996-07-01 | 6.8245263449 |
| 1996-08-01 | 6.8956848824 |
| 1996-09-01 | 7.0069087763 |
| 1996-10-01 | 6.8021465402 |
| 1996-11-01 | 6.8110500600 |
| 1996-12-01 | 6.8019433447 |
| 1997-01-01 | 6.7730007319 |
| 1997-02-01 | 6.8618672746 |
| 1997-03-01 | 6.8351003005 |
| 1997-04-01 | 6.8430487295 |
| 1997-05-01 | 6.9812814088 |
| 1997-06-01 | 6.9702481787 |
| 1997-07-01 | 7.0090884262 |
| 1997-08-01 | 7.0088541591 |
| 1997-09-01 | 7.0083708091 |
| 1997-10-01 | 6.9992442922 |
| 1997-11-01 | 7.0100436526 |
| 1997-12-01 | 7.0017421178 |
| 1998-01-01 | 7.0647023791 |
| 1998-02-01 | 7.0602227565 |
| 1998-03-01 | 7.0272865848 |
| 1998-04-01 | 7.0607673136 |
| 1998-05-01 | 7.0814584944 |
| 1998-06-01 | 7.0793555806 |
| 1998-07-01 | 7.1881434837 |
| 1998-08-01 | 7.1280044754 |
| 1998-09-01 | 7.1068350209 |
| 1998-10-01 | 7.1968997532 |
| 1998-11-01 | 7.2107555950 |
| 1998-12-01 | 7.1977853463 |
| 1999-01-01 | 7.0553201405 |
| 1999-02-01 | 7.1568219116 |
| 1999-03-01 | 7.2247531761 |
| 1999-04-01 | 7.1706075045 |
| 1999-05-01 | 7.1835917864 |
| 1999-06-01 | 7.2904639391 |
| 1999-07-01 | 7.1724832441 |
| 1999-08-01 | 7.1468918799 |
| 1999-09-01 | 7.1965715558 |
| 1999-10-01 | 7.2979829897 |
| 1999-11-01 | 7.3126151486 |
| 1999-12-01 | 7.3874219976 |
| 2000-01-01 | 7.4545673235 |
| 2000-02-01 | 7.4589512293 |
| 2000-03-01 | 7.5246598692 |
| 2000-04-01 | 7.5727351524 |
| 2000-05-01 | 7.5808736634 |
| 2000-06-01 | 7.5988243338 |
| 2000-07-01 | 7.6642546786 |
| 2000-08-01 | 7.6606616357 |
| 2000-09-01 | 7.6790278018 |
| 2000-10-01 | 7.7020942173 |
| 2000-11-01 | 7.7173003231 |
| 2000-12-01 | 7.6817568033 |
| 2001-01-01 | 7.7638230807 |
| 2001-02-01 | 7.7621231090 |
| 2001-03-01 | 7.6230348752 |
| 2001-04-01 | 7.5647277313 |
| 2001-05-01 | 7.5770231822 |
| 2001-06-01 | 7.6057656345 |
| 2001-07-01 | 7.6649748703 |
| 2001-08-01 | 7.6644302672 |
| 2001-09-01 | 7.6617672398 |
| 2001-10-01 | 7.6055071694 |
| 2001-11-01 | 7.6160179130 |
| 2001-12-01 | 7.6800646946 |
| 2002-01-01 | 7.6787854728 |
| 2002-02-01 | 7.7704412594 |
| 2002-03-01 | 7.7253735056 |
| 2002-04-01 | 7.7582928088 |
| 2002-05-01 | 7.7686304495 |
| 2002-06-01 | 7.8068741620 |
| 2002-07-01 | 7.6658825844 |
| 2002-08-01 | 7.7601815739 |
| 2002-09-01 | 7.8487422771 |
| 2002-10-01 | 7.8126209626 |
| 2002-11-01 | 7.7120276628 |
| 2002-12-01 | 7.8821523501 |
| 2003-01-01 | 7.7922996256 |
| 2003-02-01 | 7.7768919499 |
| 2003-03-01 | 7.8339557423 |
| 2003-04-01 | 7.8479674740 |
| 2003-05-01 | 7.8647617837 |
| 2003-06-01 | 7.8026340079 |
| 2003-07-01 | 7.7703246239 |
| 2003-08-01 | 7.7517758984 |
| 2003-09-01 | 7.7476586474 |
| 2003-10-01 | 7.7156047608 |
| 2003-11-01 | 7.6980967985 |
| 2003-12-01 | 7.6796065279 |
| 2004-01-01 | 7.7031871316 |
| 2004-02-01 | 7.7918459156 |
| 2004-03-01 | 7.8472167963 |
| 2004-04-01 | 7.8392939494 |
| 2004-05-01 | 7.8611607172 |
| 2004-06-01 | 7.7951166155 |
| 2004-07-01 | 7.8693235347 |
| 2004-08-01 | 7.9419638080 |
| 2004-09-01 | 7.8567388654 |
| 2004-10-01 | 8.0173348420 |
| 2004-11-01 | 8.0859307981 |
| 2004-12-01 | 7.9789602617 |
| 2005-01-01 | 8.0084093419 |
| 2005-02-01 | 7.9008716859 |
| 2005-03-01 | 7.9620867173 |
| 2005-04-01 | 7.9285467706 |
| 2005-05-01 | 7.9644184956 |
| 2005-06-01 | 8.0869101638 |
| 2005-07-01 | 7.9667084085 |
| 2005-08-01 | 7.9333249827 |
| 2005-09-01 | 7.9695341318 |
| 2005-10-01 | 7.9134738240 |
| 2005-11-01 | 7.9784948875 |
| 2005-12-01 | 7.9808325336 |
| 2006-01-01 | 8.0095863754 |
| 2006-02-01 | 8.0045659658 |
| 2006-03-01 | 7.9765011159 |
| 2006-04-01 | 8.0232256530 |
| 2006-05-01 | 7.9692801263 |
| 2006-06-01 | 8.0775504970 |
| 2006-07-01 | 8.0564024514 |
| 2006-08-01 | 8.1254590534 |
| 2006-09-01 | 8.0771838459 |
| 2006-10-01 | 8.1156731831 |
| 2006-11-01 | 8.1832773168 |
| 2006-12-01 | 8.1870943157 |
| 2007-01-01 | 8.1099382111 |
| 2007-02-01 | 8.0989464524 |
| 2007-03-01 | 8.0858556428 |
| 2007-04-01 | 8.1176338427 |
| 2007-05-01 | 8.1744404927 |
| 2007-06-01 | 8.0655095668 |
| 2007-07-01 | 8.1494655976 |
| 2007-08-01 | 8.1221466989 |
| 2007-09-01 | 8.0813490832 |
| 2007-10-01 | 8.1165225997 |
| 2007-11-01 | 8.0927362597 |
| 2007-12-01 | 8.0910229359 |
| 2008-01-01 | 8.1165331318 |
| 2008-02-01 | 8.0967842464 |
| 2008-03-01 | 8.0826845224 |
| 2008-04-01 | 8.1133568364 |
| 2008-05-01 | 8.0728614335 |
| 2008-06-01 | 8.1606249569 |
| 2008-07-01 | 8.0436004503 |
| 2008-08-01 | 8.0224217874 |
| 2008-09-01 | 8.0781245059 |
| 2008-10-01 | 8.1166696726 |
| 2008-11-01 | 8.0079918978 |
| 2008-12-01 | 8.0000318481 |
| 2009-01-01 | 8.0242904157 |
| 2009-02-01 | 8.0936520554 |
| 2009-03-01 | 8.1650286415 |
| 2009-04-01 | 8.0119260749 |
| 2009-05-01 | 7.9688031971 |
| 2009-06-01 | 7.9577895283 |
| 2009-07-01 | 7.9506048432 |
| 2009-08-01 | 7.9269460199 |
| 2009-09-01 | 7.8716618553 |
| 2009-10-01 | 7.8094448051 |
| 2009-11-01 | 7.8175797524 |
| 2009-12-01 | 7.8125965613 |
| 2010-01-01 | 7.8301463542 |
| 2010-02-01 | 7.7928502654 |
| 2010-03-01 | 7.7413971639 |
| 2010-04-01 | 7.8157463142 |
| 2010-05-01 | 7.8630103857 |
| 2010-06-01 | 7.8572531373 |
| 2010-07-01 | 7.8649333729 |
| 2010-08-01 | 7.8337933395 |
| 2010-09-01 | 7.7574648728 |
| 2010-10-01 | 7.8052417121 |
| 2010-11-01 | 7.8229502426 |
| 2010-12-01 | 7.8253577727 |
| 2011-01-01 | 7.7272814631 |
| 2011-02-01 | 7.6955992349 |
| 2011-03-01 | 7.7250600300 |
| 2011-04-01 | 7.7181979031 |
| 2011-05-01 | 7.5543073175 |
| 2011-06-01 | 7.5570482916 |
| 2011-07-01 | 7.5848376531 |
| 2011-08-01 | 7.5421890343 |
| 2011-09-01 | 7.5456828011 |
| 2011-10-01 | 7.5015829711 |
| 2011-11-01 | 7.4194203753 |
| 2011-12-01 | 7.4314345043 |
| 2012-01-01 | 7.3225218532 |
| 2012-02-01 | 7.4001072175 |
| 2012-03-01 | 7.4193088535 |
| 2012-04-01 | 7.3168639498 |
| 2012-05-01 | 7.3480937783 |
| 2012-06-01 | 7.3629075430 |
| 2012-07-01 | 7.2997572340 |
| 2012-08-01 | 7.3461311381 |
| 2012-09-01 | 7.3317566037 |
| 2012-10-01 | 7.4007612785 |
| 2012-11-01 | 7.4194564444 |
| 2012-12-01 | 7.3367782851 |
| 2013-01-01 | 7.4127057374 |
| 2013-02-01 | 7.4026529645 |
| 2013-03-01 | 7.4211467353 |
| 2013-04-01 | 7.3155443149 |
| 2013-05-01 | 7.4434447960 |
| 2013-06-01 | 7.4677226239 |
| 2013-07-01 | 7.4104743945 |
| 2013-08-01 | 7.4468584637 |
| 2013-09-01 | 7.5223397291 |
| 2013-10-01 | 7.5012383566 |
| 2013-11-01 | 7.5184195867 |
| 2013-12-01 | 7.5408650370 |
| 2014-01-01 | 7.6055830911 |
| 2014-02-01 | 7.5969862762 |
| 2014-03-01 | 7.6287265195 |
| 2014-04-01 | 7.7162294277 |
| 2014-05-01 | 7.7446847740 |
| 2014-06-01 | 7.6700427043 |
| 2014-07-01 | 7.7163786066 |
| 2014-08-01 | 7.6422935908 |
| 2014-09-01 | 7.7156532348 |
| 2014-10-01 | 7.7025778332 |
| 2014-11-01 | 7.7218628957 |
| 2014-12-01 | 7.7398441483 |
| 2015-01-01 | 7.7014321059 |
| 2015-02-01 | 7.6881526092 |
| 2015-03-01 | 7.6382824092 |
| 2015-04-01 | 7.7204711838 |
| 2015-05-01 | 7.6462124239 |
| 2015-06-01 | 7.6733225196 |
| 2015-07-01 | 7.7162859562 |
| 2015-08-01 | 7.7374610560 |
| 2015-09-01 | 7.7189486655 |
| 2015-10-01 | 7.7010275195 |
| 2015-11-01 | 7.7197101317 |
| 2015-12-01 | 7.7294316918 |
| 2016-01-01 | 7.8031482791 |
| 2016-02-01 | 7.7794509416 |
| 2016-03-01 | 7.8494009042 |
| 2016-04-01 | 7.8248385813 |
| 2016-05-01 | 7.8575959400 |
| 2016-06-01 | 7.7720097832 |
| 2016-07-01 | 7.9143519294 |
| 2016-08-01 | 7.9366607306 |
| 2016-09-01 | 7.9209420100 |
| 2016-10-01 | 7.8955223852 |
| 2016-11-01 | 7.9161168710 |
| 2016-12-01 | 7.9183046491 |
| 2017-01-01 | 7.9061013848 |
| 2017-02-01 | 7.9679679835 |
| 2017-03-01 | 7.9569279398 |
| 2017-04-01 | 7.9336369883 |
| 2017-05-01 | 7.9747170453 |
| 2017-06-01 | 7.9696784694 |
| 2017-07-01 | 7.9142362726 |
| 2017-08-01 | 7.9418206509 |
| 2017-09-01 | 7.9200621434 |
| 2017-10-01 | 7.9844909252 |
| 2017-11-01 | 7.9031581206 |
| 2017-12-01 | 8.0122982291 |
| 2018-01-01 | 7.9087199603 |
| 2018-02-01 | 7.9589367183 |
| 2018-03-01 | 7.9697548633 |
| 2018-04-01 | 7.9372964327 |
| 2018-05-01 | 7.9944555249 |
| 2018-06-01 | 7.9648385350 |
| 2018-07-01 | 8.0125559117 |
| 2018-08-01 | 8.0527370041 |
| 2018-09-01 | 8.0125804602 |
| 2018-10-01 | 8.0748167106 |
| 2018-11-01 | 8.0929970566 |
| 2018-12-01 | 8.1065898157 |
| 2019-01-01 | 8.1099907446 |
| 2019-02-01 | 8.0571632050 |
| 2019-03-01 | 8.0777613105 |
| 2019-04-01 | 8.1367158793 |
| 2019-05-01 | 8.1112007906 |
| 2019-06-01 | 8.1706081094 |
| 2019-07-01 | 8.1024526806 |
| 2019-08-01 | 8.0600175085 |
| 2019-09-01 | 8.1050138805 |
| 2019-10-01 | 8.0713224135 |
| 2019-11-01 | 8.1848955667 |
| 2019-12-01 | 8.1022151917 |
| 2020-01-01 | 8.1093542425 |
| 2020-02-01 | 8.1656765500 |
| 2020-03-01 | 8.0817912789 |
| 2020-04-01 | 5.1290314812 |
| 2020-05-01 | 5.6249044484 |
| 2020-06-01 | 5.8791286011 |
| 2020-07-01 | 6.8850527654 |
| 2020-08-01 | 6.9570305223 |
| 2020-09-01 | 7.1024301140 |
| 2020-10-01 | 7.1813088785 |
| 2020-11-01 | 7.2847178010 |
| 2020-12-01 | 7.2019359321 |
| 2021-01-01 | 7.3049610155 |
| 2021-02-01 | 7.3754169363 |
| 2021-03-01 | 7.3713569295 |
| 2021-04-01 | 7.5240709445 |
| 2021-05-01 | 7.5320349897 |
| 2021-06-01 | 7.5920652488 |
| 2021-07-01 | 7.6712690232 |
| 2021-08-01 | 7.6442738868 |
| 2021-09-01 | 7.7032946825 |
| 2021-10-01 | 7.6945805812 |
| 2021-11-01 | 7.6897956228 |
| 2021-12-01 | 7.8084457456 |
| 2022-01-01 | 7.6976858115 |
| 2022-02-01 | 7.6878528073 |
| 2022-03-01 | 7.7568434525 |
| 2022-04-01 | 7.7177310594 |
| 2022-05-01 | 7.7298810719 |
| 2022-06-01 | 7.7014167892 |
| 2022-07-01 | 7.7629873912 |
| 2022-08-01 | 7.8256024411 |
| 2022-09-01 | 7.7122843037 |
| 2022-10-01 | 7.6093415859 |
| 2022-11-01 | 7.7012331852 |
| 2022-12-01 | 7.7117048346 |
| 2023-01-01 | 7.6915703901 |
| 2023-02-01 | 7.6969408745 |
| 2023-03-01 | 7.7414530545 |
| 2023-04-01 | 7.7148850183 |
| 2023-05-01 | 7.7227027468 |
| 2023-06-01 | 7.7053111911 |
| 2023-07-01 | 7.7603640528 |
| 2023-08-01 | 7.8110136392 |
| 2023-09-01 | 7.7242509278 |
| 2023-10-01 | 7.7177567350 |
| 2023-11-01 | 7.8106246953 |
| 2023-12-01 | 7.8148282950 |
| 2024-01-01 | 7.8861090442 |
| 2024-02-01 | 7.9043792366 |
| 2024-03-01 | 7.9346460248 |
| 2024-04-01 | 7.9124269147 |
| 2024-05-01 | 7.9134985494 |
| 2024-06-01 | 7.8997358954 |
| 2024-07-01 | 7.8617467338 |
| 2024-08-01 | 7.9024878585 |
| 2024-09-01 | 7.9366950783 |
| 2024-10-01 | 7.9249269130 |
| 2024-11-01 | 7.9160372744 |
| 2024-12-01 | 7.9165149010 |
| 2025-01-01 | 7.9824390130 |
| 2025-02-01 | 7.9027764499 |
| 2025-03-01 | 7.9350190856 |
| 2025-04-01 | 7.9127244781 |
| 2025-05-01 | 8.0071840311 |
| 2025-06-01 | 7.8891693447 |
| 2025-07-01 | 7.8682430208 |
| 2025-08-01 | 7.9047117962 |
| 2025-09-01 | 7.8409988321 |
| 2025-10-01 | 7.9235538149 |
| 2025-11-01 | 7.8173006940 |
| 2025-12-01 | 7.8198198855 |
| 2026-01-01 | 7.7801184505 |
| 2026-02-01 | 7.8006653262 |
| 2026-03-01 | 7.7412822217 |
| 2026-04-01 | 7.8128342127 |
| 2026-05-01 | 7.8025685185 |
| 2026-06-01 | 7.8801161442 |
| 2026-07-01 | 7.8724753398 |
| 2026-08-01 | 7.8078593035 |