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 2025-11-01 |
| Last Updated | 2026-01-07 9:39 PM 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 | 7.12262967484339 |
| 1990-02-01 | 6.96795141970882 |
| 1990-03-01 | 6.96892521516452 |
| 1990-04-01 | 7.02879602596398 |
| 1990-05-01 | 7.02833471932244 |
| 1990-06-01 | 7.08185847353857 |
| 1990-07-01 | 6.96031257764924 |
| 1990-08-01 | 6.97966469639463 |
| 1990-09-01 | 7.12864002597154 |
| 1990-10-01 | 6.89260581971880 |
| 1990-11-01 | 6.77312323341378 |
| 1990-12-01 | 6.96552783847271 |
| 1991-01-01 | 6.92512214387843 |
| 1991-02-01 | 6.96653252427333 |
| 1991-03-01 | 6.96840374489154 |
| 1991-04-01 | 6.62804128262639 |
| 1991-05-01 | 6.63467299837950 |
| 1991-06-01 | 6.58291908404481 |
| 1991-07-01 | 6.55823061619001 |
| 1991-08-01 | 6.57160052568082 |
| 1991-09-01 | 6.52789765096908 |
| 1991-10-01 | 6.59317987366208 |
| 1991-11-01 | 6.57680674035253 |
| 1991-12-01 | 6.66423752435662 |
| 1992-01-01 | 6.33200843772345 |
| 1992-02-01 | 6.46405717311361 |
| 1992-03-01 | 6.46642379918785 |
| 1992-04-01 | 6.42510405538052 |
| 1992-05-01 | 6.44478482184364 |
| 1992-06-01 | 6.38739381854953 |
| 1992-07-01 | 6.45373149913487 |
| 1992-08-01 | 6.35616930843221 |
| 1992-09-01 | 6.42499053748676 |
| 1992-10-01 | 6.39051978743200 |
| 1992-11-01 | 6.38248513429540 |
| 1992-12-01 | 6.36935947430592 |
| 1993-01-01 | 6.44292291209020 |
| 1993-02-01 | 6.46533785255352 |
| 1993-03-01 | 6.46169230130371 |
| 1993-04-01 | 6.42006660140798 |
| 1993-05-01 | 6.45943698539907 |
| 1993-06-01 | 6.48652720433075 |
| 1993-07-01 | 6.54854593312213 |
| 1993-08-01 | 6.53453718376556 |
| 1993-09-01 | 6.51578028879852 |
| 1993-10-01 | 6.59376732304372 |
| 1993-11-01 | 6.59283910056608 |
| 1993-12-01 | 6.57816441858293 |
| 1994-01-01 | 6.55662324032282 |
| 1994-02-01 | 6.46264795642873 |
| 1994-03-01 | 6.55587800817178 |
| 1994-04-01 | 6.62067294400651 |
| 1994-05-01 | 6.57213112814795 |
| 1994-06-01 | 6.58144475842187 |
| 1994-07-01 | 6.44116066288627 |
| 1994-08-01 | 6.61174421705538 |
| 1994-09-01 | 6.60962541389152 |
| 1994-10-01 | 6.39664246076663 |
| 1994-11-01 | 6.60145781054303 |
| 1994-12-01 | 6.69039517881767 |
| 1995-01-01 | 6.66772868053345 |
| 1995-02-01 | 6.66190646388663 |
| 1995-03-01 | 6.65163746265960 |
| 1995-04-01 | 6.72314045515098 |
| 1995-05-01 | 6.68037640225243 |
| 1995-06-01 | 6.67217349446012 |
| 1995-07-01 | 6.63397466522831 |
| 1995-08-01 | 6.69592316916209 |
| 1995-09-01 | 6.70474470167200 |
| 1995-10-01 | 6.70320412089608 |
| 1995-11-01 | 6.70896520077049 |
| 1995-12-01 | 6.69749967808974 |
| 1996-01-01 | 6.47488977302304 |
| 1996-02-01 | 6.76029351708760 |
| 1996-03-01 | 6.84510644766137 |
| 1996-04-01 | 6.83166382282879 |
| 1996-05-01 | 6.78065584602814 |
| 1996-06-01 | 6.86716159156011 |
| 1996-07-01 | 6.82451029356770 |
| 1996-08-01 | 6.89566908162842 |
| 1996-09-01 | 7.00690041065393 |
| 1996-10-01 | 6.80212578185459 |
| 1996-11-01 | 6.81103044223359 |
| 1996-12-01 | 6.80192134646501 |
| 1997-01-01 | 6.77321167342067 |
| 1997-02-01 | 6.86184129154220 |
| 1997-03-01 | 6.83507874135877 |
| 1997-04-01 | 6.84302169863430 |
| 1997-05-01 | 6.98126012254367 |
| 1997-06-01 | 6.97023057911344 |
| 1997-07-01 | 7.00907200296006 |
| 1997-08-01 | 7.00884312115861 |
| 1997-09-01 | 7.00837055260057 |
| 1997-10-01 | 6.99923052002496 |
| 1997-11-01 | 7.01003037658960 |
| 1997-12-01 | 7.00172747301045 |
| 1998-01-01 | 7.06485552312966 |
| 1998-02-01 | 7.06020616870636 |
| 1998-03-01 | 7.02726978527985 |
| 1998-04-01 | 7.06075084048489 |
| 1998-05-01 | 7.08143914893367 |
| 1998-06-01 | 7.07933916165793 |
| 1998-07-01 | 7.18812933690587 |
| 1998-08-01 | 7.12799772831649 |
| 1998-09-01 | 7.10683832185977 |
| 1998-10-01 | 7.19689370314060 |
| 1998-11-01 | 7.21074944147021 |
| 1998-12-01 | 7.19777877754121 |
| 1999-01-01 | 7.05541021181797 |
| 1999-02-01 | 7.15681361068268 |
| 1999-03-01 | 7.22474372783644 |
| 1999-04-01 | 7.17059703869732 |
| 1999-05-01 | 7.18357855668832 |
| 1999-06-01 | 7.29045157991485 |
| 1999-07-01 | 7.17247238879613 |
| 1999-08-01 | 7.14688778135607 |
| 1999-09-01 | 7.19657783893967 |
| 1999-10-01 | 7.29798212630180 |
| 1999-11-01 | 7.31261631038393 |
| 1999-12-01 | 7.38742433871949 |
| 2000-01-01 | 7.45459521809389 |
| 2000-02-01 | 7.45895196613433 |
| 2000-03-01 | 7.52465828822538 |
| 2000-04-01 | 7.57273103524277 |
| 2000-05-01 | 7.58086696769290 |
| 2000-06-01 | 7.59881698791808 |
| 2000-07-01 | 7.66424818646854 |
| 2000-08-01 | 7.66065857780361 |
| 2000-09-01 | 7.67903210122872 |
| 2000-10-01 | 7.70209377544583 |
| 2000-11-01 | 7.71730061909210 |
| 2000-12-01 | 7.68175697735981 |
| 2001-01-01 | 7.76384179666012 |
| 2001-02-01 | 7.76212184983237 |
| 2001-03-01 | 7.62303294162925 |
| 2001-04-01 | 7.56472509195888 |
| 2001-05-01 | 7.57702043525305 |
| 2001-06-01 | 7.60576129856036 |
| 2001-07-01 | 7.66497158699430 |
| 2001-08-01 | 7.66442878534672 |
| 2001-09-01 | 7.66176917696656 |
| 2001-10-01 | 7.60550672105090 |
| 2001-11-01 | 7.61601843625375 |
| 2001-12-01 | 7.68006442912069 |
| 2002-01-01 | 7.67879720793230 |
| 2002-02-01 | 7.77044003477883 |
| 2002-03-01 | 7.72537205346354 |
| 2002-04-01 | 7.75829126142193 |
| 2002-05-01 | 7.76862911829938 |
| 2002-06-01 | 7.80687116351701 |
| 2002-07-01 | 7.66588140930652 |
| 2002-08-01 | 7.76018095445221 |
| 2002-09-01 | 7.84874159689611 |
| 2002-10-01 | 7.81262098297045 |
| 2002-11-01 | 7.71202938912715 |
| 2002-12-01 | 7.88215313094272 |
| 2003-01-01 | 7.79230400744257 |
| 2003-02-01 | 7.77689216265247 |
| 2003-03-01 | 7.83395532348691 |
| 2003-04-01 | 7.84796674489023 |
| 2003-05-01 | 7.86476112348483 |
| 2003-06-01 | 7.80263154073980 |
| 2003-07-01 | 7.77032374469009 |
| 2003-08-01 | 7.75177569012342 |
| 2003-09-01 | 7.74765769789659 |
| 2003-10-01 | 7.71560470797341 |
| 2003-11-01 | 7.69809884136850 |
| 2003-12-01 | 7.67960716682137 |
| 2004-01-01 | 7.70318922531137 |
| 2004-02-01 | 7.79184632421661 |
| 2004-03-01 | 7.84721655003360 |
| 2004-04-01 | 7.83929358054133 |
| 2004-05-01 | 7.86116054780033 |
| 2004-06-01 | 7.79511414704713 |
| 2004-07-01 | 7.86932311516501 |
| 2004-08-01 | 7.94196380990579 |
| 2004-09-01 | 7.85673807585040 |
| 2004-10-01 | 8.01733493698338 |
| 2004-11-01 | 8.08593277896134 |
| 2004-12-01 | 7.97896088980875 |
| 2005-01-01 | 8.00840949273379 |
| 2005-02-01 | 7.90087234685444 |
| 2005-03-01 | 7.96208674608090 |
| 2005-04-01 | 7.92854674076601 |
| 2005-05-01 | 7.96441870086395 |
| 2005-06-01 | 8.08690756760888 |
| 2005-07-01 | 7.96670833919444 |
| 2005-08-01 | 7.93332509607232 |
| 2005-09-01 | 7.96953341566614 |
| 2005-10-01 | 7.91347394451032 |
| 2005-11-01 | 7.97849658622069 |
| 2005-12-01 | 7.98083283948680 |
| 2006-01-01 | 8.00958641531004 |
| 2006-02-01 | 8.00456655380849 |
| 2006-03-01 | 7.97650112944002 |
| 2006-04-01 | 8.02322566278992 |
| 2006-05-01 | 7.96928043718386 |
| 2006-06-01 | 8.07754804197266 |
| 2006-07-01 | 8.05640258550989 |
| 2006-08-01 | 8.12545920744087 |
| 2006-09-01 | 8.07718345297467 |
| 2006-10-01 | 8.11567336484726 |
| 2006-11-01 | 8.18327837753657 |
| 2006-12-01 | 8.18709444481754 |
| 2007-01-01 | 8.10993829544256 |
| 2007-02-01 | 8.09894690096070 |
| 2007-03-01 | 8.08585567246618 |
| 2007-04-01 | 8.11763390492935 |
| 2007-05-01 | 8.17444084388305 |
| 2007-06-01 | 8.06550758431796 |
| 2007-07-01 | 8.14946571483100 |
| 2007-08-01 | 8.12214682189722 |
| 2007-09-01 | 8.08134883733156 |
| 2007-10-01 | 8.11652276191063 |
| 2007-11-01 | 8.09273683914202 |
| 2007-12-01 | 8.09102306145036 |
| 2008-01-01 | 8.11653321391968 |
| 2008-02-01 | 8.09678450952972 |
| 2008-03-01 | 8.08268451135600 |
| 2008-04-01 | 8.11335726130227 |
| 2008-05-01 | 8.07286161865873 |
| 2008-06-01 | 8.16062354305937 |
| 2008-07-01 | 8.04360046373943 |
| 2008-08-01 | 8.02242179991814 |
| 2008-09-01 | 8.07812434180700 |
| 2008-10-01 | 8.11666975702850 |
| 2008-11-01 | 8.00799196190781 |
| 2008-12-01 | 8.00003194088278 |
| 2009-01-01 | 8.02429080467991 |
| 2009-02-01 | 8.09365214297584 |
| 2009-03-01 | 8.16502863039444 |
| 2009-04-01 | 8.01192693421760 |
| 2009-05-01 | 7.96880327313658 |
| 2009-06-01 | 7.95778849146661 |
| 2009-07-01 | 7.95060476267422 |
| 2009-08-01 | 7.92694589498051 |
| 2009-09-01 | 7.87166140554188 |
| 2009-10-01 | 7.80944462812590 |
| 2009-11-01 | 7.81757950546666 |
| 2009-12-01 | 7.81259706051584 |
| 2010-01-01 | 7.83014681227408 |
| 2010-02-01 | 7.79285017591056 |
| 2010-03-01 | 7.74139702717312 |
| 2010-04-01 | 7.81574848278084 |
| 2010-05-01 | 7.86301017906346 |
| 2010-06-01 | 7.85725230108428 |
| 2010-07-01 | 7.86493299819255 |
| 2010-08-01 | 7.83379286208297 |
| 2010-09-01 | 7.75746403148967 |
| 2010-10-01 | 7.80524109291400 |
| 2010-11-01 | 7.82294960943373 |
| 2010-12-01 | 7.82535870037509 |
| 2011-01-01 | 7.72728213126159 |
| 2011-02-01 | 7.69559931376162 |
| 2011-03-01 | 7.72506029867672 |
| 2011-04-01 | 7.71820158407198 |
| 2011-05-01 | 7.55430600329326 |
| 2011-06-01 | 7.55704823411584 |
| 2011-07-01 | 7.58483750422214 |
| 2011-08-01 | 7.54218593334274 |
| 2011-09-01 | 7.54568197418111 |
| 2011-10-01 | 7.50158216930710 |
| 2011-11-01 | 7.41941945902019 |
| 2011-12-01 | 7.43143606609975 |
| 2012-01-01 | 7.32252277465992 |
| 2012-02-01 | 7.40010776423303 |
| 2012-03-01 | 7.41930952744152 |
| 2012-04-01 | 7.31687439450836 |
| 2012-05-01 | 7.34808987977044 |
| 2012-06-01 | 7.36290531894806 |
| 2012-07-01 | 7.29975388195314 |
| 2012-08-01 | 7.34612243768093 |
| 2012-09-01 | 7.33175455233341 |
| 2012-10-01 | 7.40076139571285 |
| 2012-11-01 | 7.41945846858714 |
| 2012-12-01 | 7.33678405966527 |
| 2013-01-01 | 7.41271102997992 |
| 2013-02-01 | 7.40265680434698 |
| 2013-03-01 | 7.42114893029378 |
| 2013-04-01 | 7.31555948043211 |
| 2013-05-01 | 7.44343643755982 |
| 2013-06-01 | 7.46770897870035 |
| 2013-07-01 | 7.41046332883697 |
| 2013-08-01 | 7.44684031119984 |
| 2013-09-01 | 7.52233546849151 |
| 2013-10-01 | 7.50124245313373 |
| 2013-11-01 | 7.51843120561384 |
| 2013-12-01 | 7.54088318841895 |
| 2014-01-01 | 7.60559945149849 |
| 2014-02-01 | 7.59699730623005 |
| 2014-03-01 | 7.62873065087162 |
| 2014-04-01 | 7.71624716455233 |
| 2014-05-01 | 7.74467062292759 |
| 2014-06-01 | 7.67001072827635 |
| 2014-07-01 | 7.71634807619608 |
| 2014-08-01 | 7.64225487412723 |
| 2014-09-01 | 7.71562520903153 |
| 2014-10-01 | 7.70257640651432 |
| 2014-11-01 | 7.72184408782155 |
| 2014-12-01 | 7.74004753746541 |
| 2015-01-01 | 7.70142996971510 |
| 2015-02-01 | 7.68815541990562 |
| 2015-03-01 | 7.63828382194371 |
| 2015-04-01 | 7.72048126870218 |
| 2015-05-01 | 7.64617668934274 |
| 2015-06-01 | 7.67324795252467 |
| 2015-07-01 | 7.71621176264690 |
| 2015-08-01 | 7.73738544127454 |
| 2015-09-01 | 7.71889796172544 |
| 2015-10-01 | 7.70103929974380 |
| 2015-11-01 | 7.71968879921717 |
| 2015-12-01 | 7.72984934919928 |
| 2016-01-01 | 7.80315229674804 |
| 2016-02-01 | 7.77946375001092 |
| 2016-03-01 | 7.84940968646208 |
| 2016-04-01 | 7.82483997872741 |
| 2016-05-01 | 7.85751263826010 |
| 2016-06-01 | 7.77184155819072 |
| 2016-07-01 | 7.91416617129034 |
| 2016-08-01 | 7.93648963885408 |
| 2016-09-01 | 7.92083051774681 |
| 2016-10-01 | 7.89553465130383 |
| 2016-11-01 | 7.91636695228351 |
| 2016-12-01 | 7.91894183327897 |
| 2017-01-01 | 7.90611416464888 |
| 2017-02-01 | 7.96796102570937 |
| 2017-03-01 | 7.95691534944181 |
| 2017-04-01 | 7.93376946734507 |
| 2017-05-01 | 7.97479810326042 |
| 2017-06-01 | 7.96899708788180 |
| 2017-07-01 | 7.91373283804686 |
| 2017-08-01 | 7.94135796162533 |
| 2017-09-01 | 7.91969700418480 |
| 2017-10-01 | 7.98474864703206 |
| 2017-11-01 | 7.90466438639946 |
| 2017-12-01 | 8.01285411687883 |
| 2018-01-01 | 7.90868276577334 |
| 2018-02-01 | 7.95887496520155 |
| 2018-03-01 | 7.96968376606383 |
| 2018-04-01 | 7.93749240578954 |
| 2018-05-01 | 7.99463193354253 |
| 2018-06-01 | 7.96354269214772 |
| 2018-07-01 | 8.01159078828728 |
| 2018-08-01 | 8.05186137044117 |
| 2018-09-01 | 8.01184117247273 |
| 2018-10-01 | 8.07518001437423 |
| 2018-11-01 | 8.09560843648603 |
| 2018-12-01 | 8.10848410558744 |
| 2019-01-01 | 8.10980907919578 |
| 2019-02-01 | 8.05704003111670 |
| 2019-03-01 | 8.07768449026574 |
| 2019-04-01 | 8.13692165304623 |
| 2019-05-01 | 8.11127996370099 |
| 2019-06-01 | 8.16847777533372 |
| 2019-07-01 | 8.10069980717894 |
| 2019-08-01 | 8.05702478078096 |
| 2019-09-01 | 8.10336681771931 |
| 2019-10-01 | 8.07472201492055 |
| 2019-11-01 | 8.18815942719506 |
| 2019-12-01 | 8.10542976284290 |
| 2020-01-01 | 8.10955775379934 |
| 2020-02-01 | 8.16610453207203 |
| 2020-03-01 | 8.08200471545323 |
| 2020-04-01 | 5.12891852415172 |
| 2020-05-01 | 5.62402945659731 |
| 2020-06-01 | 5.87564826006945 |
| 2020-07-01 | 6.88177882849642 |
| 2020-08-01 | 6.95128117698727 |
| 2020-09-01 | 7.09978265738664 |
| 2020-10-01 | 7.18863802645950 |
| 2020-11-01 | 7.28801187777975 |
| 2020-12-01 | 7.20720269045563 |
| 2021-01-01 | 7.30648126887396 |
| 2021-02-01 | 7.37762977200166 |
| 2021-03-01 | 7.37342681769160 |
| 2021-04-01 | 7.52585799576707 |
| 2021-05-01 | 7.52677012780386 |
| 2021-06-01 | 7.58478572485788 |
| 2021-07-01 | 7.66256777019696 |
| 2021-08-01 | 7.63446363430660 |
| 2021-09-01 | 7.70539977346133 |
| 2021-10-01 | 7.70570093369422 |
| 2021-11-01 | 7.69220994101771 |
| 2021-12-01 | 7.81464023848059 |
| 2022-01-01 | 7.70597815001188 |
| 2022-02-01 | 7.69169279964810 |
| 2022-03-01 | 7.76130297138810 |
| 2022-04-01 | 7.72280765979546 |
| 2022-05-01 | 7.71594442821074 |
| 2022-06-01 | 7.68662456359050 |
| 2022-07-01 | 7.74498640461552 |
| 2022-08-01 | 7.81555817410958 |
| 2022-09-01 | 7.72148721660078 |
| 2022-10-01 | 7.62438999049019 |
| 2022-11-01 | 7.70401204241308 |
| 2022-12-01 | 7.72066771965761 |
| 2023-01-01 | 7.70763480983344 |
| 2023-02-01 | 7.70185361135441 |
| 2023-03-01 | 7.74494670793493 |
| 2023-04-01 | 7.72412222444208 |
| 2023-05-01 | 7.69656616912016 |
| 2023-06-01 | 7.68349409274342 |
| 2023-07-01 | 7.73580287990139 |
| 2023-08-01 | 7.79946939599147 |
| 2023-09-01 | 7.74176773709013 |
| 2023-10-01 | 7.73774822581365 |
| 2023-11-01 | 7.81526571409993 |
| 2023-12-01 | 7.82553435386862 |
| 2024-01-01 | 7.90914341206280 |
| 2024-02-01 | 7.91026774153999 |
| 2024-03-01 | 7.93387876427584 |
| 2024-04-01 | 7.92361421477597 |
| 2024-05-01 | 7.97757851434119 |
| 2024-06-01 | 7.97348499027484 |
| 2024-07-01 | 7.83262471283109 |
| 2024-08-01 | 7.99114723159698 |
| 2024-09-01 | 7.95942341419087 |
| 2024-10-01 | 8.04869041786992 |
| 2024-11-01 | 8.02454729594665 |
| 2024-12-01 | 7.92904884617501 |
| 2025-01-01 | 8.00858175339484 |
| 2025-02-01 | 8.00983357674701 |
| 2025-03-01 | 8.02821769313724 |
| 2025-04-01 | 8.02555338802837 |
| 2025-05-01 | 8.06411900813185 |
| 2025-06-01 | 8.06235394722861 |
| 2025-07-01 | 8.03726517672635 |
| 2025-08-01 | 7.99104661797572 |
| 2025-09-01 | 7.96955772606472 |
| 2025-10-01 | 7.94854089975863 |
| 2025-11-01 | 7.92916746752470 |