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 2026-07-01 |
| Last Updated | 2026-08-21 7:34 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 | 7.12260199506330 |
| 1990-02-01 | 6.96790855485685 |
| 1990-03-01 | 6.96887866908362 |
| 1990-04-01 | 7.02884061006422 |
| 1990-05-01 | 7.02837259918952 |
| 1990-06-01 | 7.08188828235991 |
| 1990-07-01 | 6.96033363805864 |
| 1990-08-01 | 6.97967633675571 |
| 1990-09-01 | 7.12864789063563 |
| 1990-10-01 | 6.89259905210784 |
| 1990-11-01 | 6.77310389862527 |
| 1990-12-01 | 6.96551654654177 |
| 1991-01-01 | 6.92509424940443 |
| 1991-02-01 | 6.96649381431998 |
| 1991-03-01 | 6.96835923463333 |
| 1991-04-01 | 6.62808816726604 |
| 1991-05-01 | 6.63470488711683 |
| 1991-06-01 | 6.58294500378210 |
| 1991-07-01 | 6.55825030755735 |
| 1991-08-01 | 6.57161481213887 |
| 1991-09-01 | 6.52790720737819 |
| 1991-10-01 | 6.59317570211397 |
| 1991-11-01 | 6.57678701799250 |
| 1991-12-01 | 6.66422308460065 |
| 1992-01-01 | 6.33197863553232 |
| 1992-02-01 | 6.46402298641589 |
| 1992-03-01 | 6.46638152683540 |
| 1992-04-01 | 6.42515327146800 |
| 1992-05-01 | 6.44481006181851 |
| 1992-06-01 | 6.38741389303712 |
| 1992-07-01 | 6.45374892187996 |
| 1992-08-01 | 6.35618747860241 |
| 1992-09-01 | 6.42500391005427 |
| 1992-10-01 | 6.39052437282054 |
| 1992-11-01 | 6.38247741308261 |
| 1992-12-01 | 6.36935782117610 |
| 1993-01-01 | 6.44282166299189 |
| 1993-02-01 | 6.46532654242304 |
| 1993-03-01 | 6.46167007312335 |
| 1993-04-01 | 6.42011801388372 |
| 1993-05-01 | 6.45945538938915 |
| 1993-06-01 | 6.48654286905595 |
| 1993-07-01 | 6.54856201062431 |
| 1993-08-01 | 6.53455867177488 |
| 1993-09-01 | 6.51579654456378 |
| 1993-10-01 | 6.59378225988678 |
| 1993-11-01 | 6.59284406147545 |
| 1993-12-01 | 6.57817371316136 |
| 1994-01-01 | 6.55645035109400 |
| 1994-02-01 | 6.46265633045682 |
| 1994-03-01 | 6.55587564505584 |
| 1994-04-01 | 6.62072162111781 |
| 1994-05-01 | 6.57214867242613 |
| 1994-06-01 | 6.58145914065811 |
| 1994-07-01 | 6.44117673279418 |
| 1994-08-01 | 6.61176681365851 |
| 1994-09-01 | 6.60964491536163 |
| 1994-10-01 | 6.39666528401776 |
| 1994-11-01 | 6.60147538155340 |
| 1994-12-01 | 6.69041655269567 |
| 1995-01-01 | 6.66748479690612 |
| 1995-02-01 | 6.66193327386651 |
| 1995-03-01 | 6.65165463112382 |
| 1995-04-01 | 6.72318702558678 |
| 1995-05-01 | 6.68039468214067 |
| 1995-06-01 | 6.67218925201565 |
| 1995-07-01 | 6.63399312341284 |
| 1995-08-01 | 6.69594545087359 |
| 1995-09-01 | 6.70476025315363 |
| 1995-10-01 | 6.70322970887540 |
| 1995-11-01 | 6.70898529275680 |
| 1995-12-01 | 6.69752060389564 |
| 1996-01-01 | 6.47464024203323 |
| 1996-02-01 | 6.76032028028705 |
| 1996-03-01 | 6.84512702885432 |
| 1996-04-01 | 6.83170391167289 |
| 1996-05-01 | 6.78067889188061 |
| 1996-06-01 | 6.86718021856857 |
| 1996-07-01 | 6.82453019799316 |
| 1996-08-01 | 6.89568828057648 |
| 1996-09-01 | 7.00691008739105 |
| 1996-10-01 | 6.80214986237059 |
| 1996-11-01 | 6.81105350587385 |
| 1996-12-01 | 6.80194730208871 |
| 1997-01-01 | 6.77296073977873 |
| 1997-02-01 | 6.86187138572246 |
| 1997-03-01 | 6.83510438029047 |
| 1997-04-01 | 6.84305507903744 |
| 1997-05-01 | 6.98128526784567 |
| 1997-06-01 | 6.97025147661130 |
| 1997-07-01 | 7.00909186984910 |
| 1997-08-01 | 7.00885631792714 |
| 1997-09-01 | 7.00837073133728 |
| 1997-10-01 | 6.99924663727460 |
| 1997-11-01 | 7.01004606504869 |
| 1997-12-01 | 7.00174478270495 |
| 1998-01-01 | 7.06467335413200 |
| 1998-02-01 | 7.06022589486868 |
| 1998-03-01 | 7.02728982773486 |
| 1998-04-01 | 7.06077053696689 |
| 1998-05-01 | 7.08146213675581 |
| 1998-06-01 | 7.07935881922863 |
| 1998-07-01 | 7.18814624521098 |
| 1998-08-01 | 7.12800563674030 |
| 1998-09-01 | 7.10683441458823 |
| 1998-10-01 | 7.19690086193282 |
| 1998-11-01 | 7.21075671819127 |
| 1998-12-01 | 7.19778655126871 |
| 1999-01-01 | 7.05530308820461 |
| 1999-02-01 | 7.15682349211480 |
| 1999-03-01 | 7.22475499211561 |
| 1999-04-01 | 7.17060952295133 |
| 1999-05-01 | 7.18359423363722 |
| 1999-06-01 | 7.29046632461436 |
| 1999-07-01 | 7.17248532435300 |
| 1999-08-01 | 7.14689258314211 |
| 1999-09-01 | 7.19657040661910 |
| 1999-10-01 | 7.29798314813736 |
| 1999-11-01 | 7.31261492630405 |
| 1999-12-01 | 7.38742155564119 |
| 2000-01-01 | 7.45456204313577 |
| 2000-02-01 | 7.45895109998164 |
| 2000-03-01 | 7.52466017710039 |
| 2000-04-01 | 7.57273593667633 |
| 2000-05-01 | 7.58087488415457 |
| 2000-06-01 | 7.59882573479036 |
| 2000-07-01 | 7.66425590721450 |
| 2000-08-01 | 7.66066219607305 |
| 2000-09-01 | 7.67902702194286 |
| 2000-10-01 | 7.70209430245432 |
| 2000-11-01 | 7.71730026962072 |
| 2000-12-01 | 7.68175677334531 |
| 2001-01-01 | 7.76381953470363 |
| 2001-02-01 | 7.76212334710072 |
| 2001-03-01 | 7.62303523843226 |
| 2001-04-01 | 7.56472822564006 |
| 2001-05-01 | 7.57702369722721 |
| 2001-06-01 | 7.60576645853576 |
| 2001-07-01 | 7.66497549019634 |
| 2001-08-01 | 7.66443053658033 |
| 2001-09-01 | 7.66176689140044 |
| 2001-10-01 | 7.60550725542328 |
| 2001-11-01 | 7.61601781499689 |
| 2001-12-01 | 7.68006474590083 |
| 2002-01-01 | 7.67878324785586 |
| 2002-02-01 | 7.77044148979503 |
| 2002-03-01 | 7.72537377877697 |
| 2002-04-01 | 7.75829309945057 |
| 2002-05-01 | 7.76863070068711 |
| 2002-06-01 | 7.80687473328895 |
| 2002-07-01 | 7.66588280741382 |
| 2002-08-01 | 7.76018168769529 |
| 2002-09-01 | 7.84874240788976 |
| 2002-10-01 | 7.81262096030010 |
| 2002-11-01 | 7.71202733684664 |
| 2002-12-01 | 7.88215220312550 |
| 2003-01-01 | 7.79229879485327 |
| 2003-02-01 | 7.77689190897783 |
| 2003-03-01 | 7.83395582106187 |
| 2003-04-01 | 7.84796761139630 |
| 2003-05-01 | 7.86476190912248 |
| 2003-06-01 | 7.80263447502073 |
| 2003-07-01 | 7.77032479035840 |
| 2003-08-01 | 7.75177593795504 |
| 2003-09-01 | 7.74765882709851 |
| 2003-10-01 | 7.71560477067822 |
| 2003-11-01 | 7.69809641195033 |
| 2003-12-01 | 7.67960640787495 |
| 2004-01-01 | 7.70318673489989 |
| 2004-02-01 | 7.79184583828219 |
| 2004-03-01 | 7.84721684292478 |
| 2004-04-01 | 7.83929401893084 |
| 2004-05-01 | 7.86116074941350 |
| 2004-06-01 | 7.79511708250314 |
| 2004-07-01 | 7.86932361392887 |
| 2004-08-01 | 7.94196380753864 |
| 2004-09-01 | 7.85673901476004 |
| 2004-10-01 | 8.01733482385624 |
| 2004-11-01 | 8.08593042314384 |
| 2004-12-01 | 7.97896014344356 |
| 2005-01-01 | 8.00840931325669 |
| 2005-02-01 | 7.90087156082322 |
| 2005-03-01 | 7.96208671192176 |
| 2005-04-01 | 7.92854677650222 |
| 2005-05-01 | 7.96441845709740 |
| 2005-06-01 | 8.08691065461917 |
| 2005-07-01 | 7.96670842193825 |
| 2005-08-01 | 7.93332496148552 |
| 2005-09-01 | 7.96953426733919 |
| 2005-10-01 | 7.91347379948067 |
| 2005-11-01 | 7.97849456518581 |
| 2005-12-01 | 7.98083247496001 |
| 2006-01-01 | 8.00958636741047 |
| 2006-02-01 | 8.00456585509197 |
| 2006-03-01 | 7.97650111502535 |
| 2006-04-01 | 8.02322565371994 |
| 2006-05-01 | 7.96928007017963 |
| 2006-06-01 | 8.07755096194750 |
| 2006-07-01 | 8.05640242630205 |
| 2006-08-01 | 8.12545902248388 |
| 2006-09-01 | 8.07718391739704 |
| 2006-10-01 | 8.11567314285236 |
| 2006-11-01 | 8.18327711290458 |
| 2006-12-01 | 8.18709428939720 |
| 2007-01-01 | 8.10993819664490 |
| 2007-02-01 | 8.09894637247034 |
| 2007-03-01 | 8.08585563988261 |
| 2007-04-01 | 8.11763384054407 |
| 2007-05-01 | 8.17444043435752 |
| 2007-06-01 | 8.06550994452714 |
| 2007-07-01 | 8.14946557485768 |
| 2007-08-01 | 8.12214667074559 |
| 2007-09-01 | 8.08134910458971 |
| 2007-10-01 | 8.11652255925741 |
| 2007-11-01 | 8.09273614542205 |
| 2007-12-01 | 8.09102291151372 |
| 2008-01-01 | 8.11653312062906 |
| 2008-02-01 | 8.09678420369519 |
| 2008-03-01 | 8.08268452166363 |
| 2008-04-01 | 8.11335682700030 |
| 2008-05-01 | 8.07286140465835 |
| 2008-06-01 | 8.16062522017141 |
| 2008-07-01 | 8.04360043563571 |
| 2008-08-01 | 8.02242176445029 |
| 2008-09-01 | 8.07812447597783 |
| 2008-10-01 | 8.11666962798827 |
| 2008-11-01 | 8.00799186089742 |
| 2008-12-01 | 8.00003181151168 |
| 2009-01-01 | 8.02429044431651 |
| 2009-02-01 | 8.09365204258646 |
| 2009-03-01 | 8.16502864073129 |
| 2009-04-01 | 8.01192605613094 |
| 2009-05-01 | 7.96880319631538 |
| 2009-06-01 | 7.95778970963885 |
| 2009-07-01 | 7.95060481889761 |
| 2009-08-01 | 7.92694598416839 |
| 2009-09-01 | 7.87166181266308 |
| 2009-10-01 | 7.80944474816748 |
| 2009-11-01 | 7.81757970537713 |
| 2009-12-01 | 7.81259654011497 |
| 2010-01-01 | 7.83014643719125 |
| 2010-02-01 | 7.79285026996651 |
| 2010-03-01 | 7.74139719304109 |
| 2010-04-01 | 7.81574631730318 |
| 2010-05-01 | 7.86301043485138 |
| 2010-06-01 | 7.85725324040229 |
| 2010-07-01 | 7.86493332637913 |
| 2010-08-01 | 7.83379326595080 |
| 2010-09-01 | 7.75746478948097 |
| 2010-10-01 | 7.80524162337911 |
| 2010-11-01 | 7.82295016954939 |
| 2010-12-01 | 7.82535775966742 |
| 2011-01-01 | 7.72728159637551 |
| 2011-02-01 | 7.69559926673144 |
| 2011-03-01 | 7.72506011068737 |
| 2011-04-01 | 7.71819795796162 |
| 2011-05-01 | 7.55430755143158 |
| 2011-06-01 | 7.55704838269685 |
| 2011-07-01 | 7.58483768245657 |
| 2011-08-01 | 7.54218836129302 |
| 2011-09-01 | 7.54568279515742 |
| 2011-10-01 | 7.50158293796749 |
| 2011-11-01 | 7.41942032117967 |
| 2011-12-01 | 7.43143451125261 |
| 2012-01-01 | 7.32252196596078 |
| 2012-02-01 | 7.40010721512397 |
| 2012-03-01 | 7.41930889528969 |
| 2012-04-01 | 7.31686439808178 |
| 2012-05-01 | 7.34809416562608 |
| 2012-06-01 | 7.36290768380425 |
| 2012-07-01 | 7.29975737579873 |
| 2012-08-01 | 7.34612987750934 |
| 2012-09-01 | 7.33175662684002 |
| 2012-10-01 | 7.40076119628821 |
| 2012-11-01 | 7.41945626800310 |
| 2012-12-01 | 7.33677816166635 |
| 2013-01-01 | 7.41270575635559 |
| 2013-02-01 | 7.40265292714994 |
| 2013-03-01 | 7.42114683484044 |
| 2013-04-01 | 7.31554538653750 |
| 2013-05-01 | 7.44344563433469 |
| 2013-06-01 | 7.46772248848709 |
| 2013-07-01 | 7.41047494424270 |
| 2013-08-01 | 7.44685676767156 |
| 2013-09-01 | 7.52233973944885 |
| 2013-10-01 | 7.50123802335109 |
| 2013-11-01 | 7.51841905045391 |
| 2013-12-01 | 7.54086462241193 |
| 2014-01-01 | 7.60558298334887 |
| 2014-02-01 | 7.59698640377615 |
| 2014-03-01 | 7.62872694575943 |
| 2014-04-01 | 7.71623142737090 |
| 2014-05-01 | 7.74468600914649 |
| 2014-06-01 | 7.67004195366239 |
| 2014-07-01 | 7.71637895354804 |
| 2014-08-01 | 7.64229150983108 |
| 2014-09-01 | 7.71565311228642 |
| 2014-10-01 | 7.70257289484186 |
| 2014-11-01 | 7.72186466302283 |
| 2014-12-01 | 7.73984217527165 |
| 2015-01-01 | 7.70143655254922 |
| 2015-02-01 | 7.68815696644797 |
| 2015-03-01 | 7.63828557199679 |
| 2015-04-01 | 7.72047372758506 |
| 2015-05-01 | 7.64621173492536 |
| 2015-06-01 | 7.67331710891789 |
| 2015-07-01 | 7.71628137662153 |
| 2015-08-01 | 7.73745456129728 |
| 2015-09-01 | 7.71894598905660 |
| 2015-10-01 | 7.70101787812400 |
| 2015-11-01 | 7.71971721450583 |
| 2015-12-01 | 7.72943391019065 |
| 2016-01-01 | 7.80316441254981 |
| 2016-02-01 | 7.77946576231891 |
| 2016-03-01 | 7.84941010894347 |
| 2016-04-01 | 7.82484096720645 |
| 2016-05-01 | 7.85758849113882 |
| 2016-06-01 | 7.77199301339147 |
| 2016-07-01 | 7.91433424989230 |
| 2016-08-01 | 7.93664288111530 |
| 2016-09-01 | 7.92092947571366 |
| 2016-10-01 | 7.89550119846400 |
| 2016-11-01 | 7.91613852503426 |
| 2016-12-01 | 7.91831521712514 |
| 2017-01-01 | 7.90614166656951 |
| 2017-02-01 | 7.96800667707593 |
| 2017-03-01 | 7.95699249296532 |
| 2017-04-01 | 7.93364510258098 |
| 2017-05-01 | 7.97460630495354 |
| 2017-06-01 | 7.96967416639290 |
| 2017-07-01 | 7.91419333665141 |
| 2017-08-01 | 7.94178584310708 |
| 2017-09-01 | 7.92003886596706 |
| 2017-10-01 | 7.98446643863262 |
| 2017-11-01 | 7.90320616344774 |
| 2017-12-01 | 8.01232353888741 |
| 2018-01-01 | 7.90878628897574 |
| 2018-02-01 | 7.95900125201879 |
| 2018-03-01 | 7.96987643458178 |
| 2018-04-01 | 7.93731134810185 |
| 2018-05-01 | 7.99424153432518 |
| 2018-06-01 | 7.96484545614794 |
| 2018-07-01 | 8.01248372025307 |
| 2018-08-01 | 8.05268024740059 |
| 2018-09-01 | 8.01254112787981 |
| 2018-10-01 | 8.07478352675333 |
| 2018-11-01 | 8.09306561504621 |
| 2018-12-01 | 8.10664243269537 |
| 2019-01-01 | 8.11007800375499 |
| 2019-02-01 | 8.05725297632557 |
| 2019-03-01 | 8.07794541053552 |
| 2019-04-01 | 8.13674752737878 |
| 2019-05-01 | 8.11089674481547 |
| 2019-06-01 | 8.17064038255877 |
| 2019-07-01 | 8.10235915554197 |
| 2019-08-01 | 8.05987749215366 |
| 2019-09-01 | 8.10495043668750 |
| 2019-10-01 | 8.07132822436067 |
| 2019-11-01 | 8.18496437260047 |
| 2019-12-01 | 8.10229338300020 |
| 2020-01-01 | 8.10945451862029 |
| 2020-02-01 | 8.16578655855454 |
| 2020-03-01 | 8.08199510725453 |
| 2020-04-01 | 5.12908198582169 |
| 2020-05-01 | 5.62462084799545 |
| 2020-06-01 | 5.87918226456379 |
| 2020-07-01 | 6.88498335348343 |
| 2020-08-01 | 6.95674416582590 |
| 2020-09-01 | 7.10240164272084 |
| 2020-10-01 | 7.18113597836560 |
| 2020-11-01 | 7.28481936872828 |
| 2020-12-01 | 7.20206638686348 |
| 2021-01-01 | 7.30508790523033 |
| 2021-02-01 | 7.37556342917767 |
| 2021-03-01 | 7.37161548001151 |
| 2021-04-01 | 7.52418736501521 |
| 2021-05-01 | 7.53181860780125 |
| 2021-06-01 | 7.59217715152835 |
| 2021-07-01 | 7.67122618986836 |
| 2021-08-01 | 7.64379909757708 |
| 2021-09-01 | 7.70323071718026 |
| 2021-10-01 | 7.69413260231400 |
| 2021-11-01 | 7.68979889785802 |
| 2021-12-01 | 7.80848456881994 |
| 2022-01-01 | 7.69823712292537 |
| 2022-02-01 | 7.68797548241093 |
| 2022-03-01 | 7.75712716790597 |
| 2022-04-01 | 7.71797032696043 |
| 2022-05-01 | 7.72999058059868 |
| 2022-06-01 | 7.70156813229472 |
| 2022-07-01 | 7.76290900892943 |
| 2022-08-01 | 7.82484143770974 |
| 2022-09-01 | 7.71196568545023 |
| 2022-10-01 | 7.60876707495864 |
| 2022-11-01 | 7.70094896539913 |
| 2022-12-01 | 7.71155838732742 |
| 2023-01-01 | 7.69252603692516 |
| 2023-02-01 | 7.69711282693556 |
| 2023-03-01 | 7.74157329565038 |
| 2023-04-01 | 7.71555167040983 |
| 2023-05-01 | 7.72362924762660 |
| 2023-06-01 | 7.70547476047512 |
| 2023-07-01 | 7.76137629279578 |
| 2023-08-01 | 7.80825750151872 |
| 2023-09-01 | 7.72337671540660 |
| 2023-10-01 | 7.71745358896608 |
| 2023-11-01 | 7.80993875474808 |
| 2023-12-01 | 7.81449877831746 |
| 2024-01-01 | 7.88752781511606 |
| 2024-02-01 | 7.90463936083206 |
| 2024-03-01 | 7.93464275988372 |
| 2024-04-01 | 7.91359435276911 |
| 2024-05-01 | 7.91545113424462 |
| 2024-06-01 | 7.90022686191922 |
| 2024-07-01 | 7.86429117132887 |
| 2024-08-01 | 7.89646614777868 |
| 2024-09-01 | 7.93525673442121 |
| 2024-10-01 | 7.92500408139208 |
| 2024-11-01 | 7.91504321994584 |
| 2024-12-01 | 7.91614693212375 |
| 2025-01-01 | 7.98410829343519 |
| 2025-02-01 | 7.90325957394212 |
| 2025-03-01 | 7.93493768177255 |
| 2025-04-01 | 7.91449829626670 |
| 2025-05-01 | 8.01016744282903 |
| 2025-06-01 | 7.89011564357461 |
| 2025-07-01 | 7.87276590331013 |
| 2025-08-01 | 7.89436628462009 |
| 2025-09-01 | 7.83909247277475 |
| 2025-10-01 | 7.92409611374392 |
| 2025-11-01 | 7.81611764056584 |
| 2025-12-01 | 7.81949490958127 |
| 2026-01-01 | 7.78221877508278 |
| 2026-02-01 | 7.80130495328457 |
| 2026-03-01 | 7.74120170256847 |
| 2026-04-01 | 7.81494304600964 |
| 2026-05-01 | 7.80623677538443 |
| 2026-06-01 | 7.88155330520980 |
| 2026-07-01 | 7.87815670552822 |