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 2026-06-01 |
| Last Updated | 2026-07-22 9:32 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 | 7.12260145311094 |
| 1990-02-01 | 6.96790752559167 |
| 1990-03-01 | 6.96887755135708 |
| 1990-04-01 | 7.02884164436283 |
| 1990-05-01 | 7.02837348188543 |
| 1990-06-01 | 7.08188898005520 |
| 1990-07-01 | 6.96033412242595 |
| 1990-08-01 | 6.97967659114906 |
| 1990-09-01 | 7.12864789017822 |
| 1990-10-01 | 6.89259890898425 |
| 1990-11-01 | 6.77310353239775 |
| 1990-12-01 | 6.96551633106993 |
| 1991-01-01 | 6.92509374785275 |
| 1991-02-01 | 6.96649287212717 |
| 1991-03-01 | 6.96835823273878 |
| 1991-04-01 | 6.62808915849159 |
| 1991-05-01 | 6.63470566234851 |
| 1991-06-01 | 6.58294562025040 |
| 1991-07-01 | 6.55825075273867 |
| 1991-08-01 | 6.57161506195967 |
| 1991-09-01 | 6.52790720852142 |
| 1991-10-01 | 6.59317556691846 |
| 1991-11-01 | 6.57678667428581 |
| 1991-12-01 | 6.66422287132428 |
| 1992-01-01 | 6.33197818334238 |
| 1992-02-01 | 6.46402218598989 |
| 1992-03-01 | 6.46638066297948 |
| 1992-04-01 | 6.42515421051530 |
| 1992-05-01 | 6.44481069394880 |
| 1992-06-01 | 6.38741437524025 |
| 1992-07-01 | 6.45374928258106 |
| 1992-08-01 | 6.35618770002832 |
| 1992-09-01 | 6.42500391990692 |
| 1992-10-01 | 6.39052426606456 |
| 1992-11-01 | 6.38247716673827 |
| 1992-12-01 | 6.36935770174993 |
| 1993-01-01 | 6.44282098991903 |
| 1993-02-01 | 6.46532602912101 |
| 1993-03-01 | 6.46166955125526 |
| 1993-04-01 | 6.42011876572445 |
| 1993-05-01 | 6.45945580239775 |
| 1993-06-01 | 6.48654319237427 |
| 1993-07-01 | 6.54856228658217 |
| 1993-08-01 | 6.53455886942838 |
| 1993-09-01 | 6.51579657518367 |
| 1993-10-01 | 6.59378221636545 |
| 1993-11-01 | 6.59284393774790 |
| 1993-12-01 | 6.57817367274726 |
| 1994-01-01 | 6.55644944692491 |
| 1994-02-01 | 6.46265609559281 |
| 1994-03-01 | 6.55587542469944 |
| 1994-04-01 | 6.62072216810676 |
| 1994-05-01 | 6.57214891987242 |
| 1994-06-01 | 6.58145933416120 |
| 1994-07-01 | 6.44117692355425 |
| 1994-08-01 | 6.61176697003400 |
| 1994-09-01 | 6.60964496982145 |
| 1994-10-01 | 6.39666530123091 |
| 1994-11-01 | 6.60147537925002 |
| 1994-12-01 | 6.69041660379388 |
| 1995-01-01 | 6.66748365954711 |
| 1995-02-01 | 6.66193326430276 |
| 1995-03-01 | 6.65165468743053 |
| 1995-04-01 | 6.72318737050631 |
| 1995-05-01 | 6.68039479005731 |
| 1995-06-01 | 6.67218935792350 |
| 1995-07-01 | 6.63399327276097 |
| 1995-08-01 | 6.69594558808269 |
| 1995-09-01 | 6.70476030828192 |
| 1995-10-01 | 6.70322978177912 |
| 1995-11-01 | 6.70898535442333 |
| 1995-12-01 | 6.69752067208503 |
| 1996-01-01 | 6.47463911050846 |
| 1996-02-01 | 6.76032033564275 |
| 1996-03-01 | 6.84512711643860 |
| 1996-04-01 | 6.83170417676608 |
| 1996-05-01 | 6.78067899389078 |
| 1996-06-01 | 6.86718030585490 |
| 1996-07-01 | 6.82453031488755 |
| 1996-08-01 | 6.89568838051877 |
| 1996-09-01 | 7.00691012107547 |
| 1996-10-01 | 6.80214994903758 |
| 1996-11-01 | 6.81105359964628 |
| 1996-12-01 | 6.80194741086784 |
| 1997-01-01 | 6.77295961683187 |
| 1997-02-01 | 6.86187149233949 |
| 1997-03-01 | 6.83510449472285 |
| 1997-04-01 | 6.84305527049619 |
| 1997-05-01 | 6.98128537457134 |
| 1997-06-01 | 6.97025156875215 |
| 1997-07-01 | 7.00909197012688 |
| 1997-08-01 | 7.00885637940385 |
| 1997-09-01 | 7.00837072755772 |
| 1997-10-01 | 6.99924670024479 |
| 1997-11-01 | 7.01004613163654 |
| 1997-12-01 | 7.00174485630226 |
| 1998-01-01 | 7.06467253923950 |
| 1998-02-01 | 7.06022598289335 |
| 1998-03-01 | 7.02728991939082 |
| 1998-04-01 | 7.06077062852871 |
| 1998-05-01 | 7.08146223903325 |
| 1998-06-01 | 7.07935891148073 |
| 1998-07-01 | 7.18814632364948 |
| 1998-08-01 | 7.12800566813500 |
| 1998-09-01 | 7.10683439755862 |
| 1998-10-01 | 7.19690089263984 |
| 1998-11-01 | 7.21075674925042 |
| 1998-12-01 | 7.19778658465968 |
| 1999-01-01 | 7.05530260965459 |
| 1999-02-01 | 7.15682353655585 |
| 1999-03-01 | 7.22475504336342 |
| 1999-04-01 | 7.17060957998603 |
| 1999-05-01 | 7.18359430188823 |
| 1999-06-01 | 7.29046639202525 |
| 1999-07-01 | 7.17248538305849 |
| 1999-08-01 | 7.14689260211725 |
| 1999-09-01 | 7.19657037460268 |
| 1999-10-01 | 7.29798315252584 |
| 1999-11-01 | 7.31261492003935 |
| 1999-12-01 | 7.38742154325339 |
| 2000-01-01 | 7.45456189495673 |
| 2000-02-01 | 7.45895109646740 |
| 2000-03-01 | 7.52466018583687 |
| 2000-04-01 | 7.57273595874085 |
| 2000-05-01 | 7.58087491801083 |
| 2000-06-01 | 7.59882577420361 |
| 2000-07-01 | 7.66425594173278 |
| 2000-08-01 | 7.66066221158893 |
| 2000-09-01 | 7.67902700029861 |
| 2000-10-01 | 7.70209430485999 |
| 2000-11-01 | 7.71730026815112 |
| 2000-12-01 | 7.68175677254103 |
| 2001-01-01 | 7.76381943516367 |
| 2001-02-01 | 7.76212335379034 |
| 2001-03-01 | 7.62303524860652 |
| 2001-04-01 | 7.56472823946995 |
| 2001-05-01 | 7.57702371163683 |
| 2001-06-01 | 7.60576648169308 |
| 2001-07-01 | 7.66497550760037 |
| 2001-08-01 | 7.66443054401582 |
| 2001-09-01 | 7.66176688175917 |
| 2001-10-01 | 7.60550725785445 |
| 2001-11-01 | 7.61601781226636 |
| 2001-12-01 | 7.68006474736098 |
| 2002-01-01 | 7.67878318538140 |
| 2002-02-01 | 7.77044149624439 |
| 2002-03-01 | 7.72537378642195 |
| 2002-04-01 | 7.75829310758015 |
| 2002-05-01 | 7.76863070772500 |
| 2002-06-01 | 7.80687474935993 |
| 2002-07-01 | 7.66588281368456 |
| 2002-08-01 | 7.76018169085977 |
| 2002-09-01 | 7.84874241159364 |
| 2002-10-01 | 7.81262096026713 |
| 2002-11-01 | 7.71202732773194 |
| 2002-12-01 | 7.88215219901384 |
| 2003-01-01 | 7.79229877150540 |
| 2003-02-01 | 7.77689190776564 |
| 2003-03-01 | 7.83395582320983 |
| 2003-04-01 | 7.84796761519734 |
| 2003-05-01 | 7.86476191263654 |
| 2003-06-01 | 7.80263448815692 |
| 2003-07-01 | 7.77032479508688 |
| 2003-08-01 | 7.75177593915121 |
| 2003-09-01 | 7.74765883222450 |
| 2003-10-01 | 7.71560477101394 |
| 2003-11-01 | 7.69809640116603 |
| 2003-12-01 | 7.67960640451441 |
| 2004-01-01 | 7.70318672366866 |
| 2004-02-01 | 7.79184583597331 |
| 2004-03-01 | 7.84721684410846 |
| 2004-04-01 | 7.83929402076878 |
| 2004-05-01 | 7.86116074935061 |
| 2004-06-01 | 7.79511709656259 |
| 2004-07-01 | 7.86932361625259 |
| 2004-08-01 | 7.94196380774087 |
| 2004-09-01 | 7.85673901927233 |
| 2004-10-01 | 8.01733482366223 |
| 2004-11-01 | 8.08593041280407 |
| 2004-12-01 | 7.97896013993523 |
| 2005-01-01 | 8.00840931186210 |
| 2005-02-01 | 7.90087155658353 |
| 2005-03-01 | 7.96208671127145 |
| 2005-04-01 | 7.92854677655487 |
| 2005-05-01 | 7.96441845454579 |
| 2005-06-01 | 8.08691067291661 |
| 2005-07-01 | 7.96670842286999 |
| 2005-08-01 | 7.93332496097213 |
| 2005-09-01 | 7.96953427074787 |
| 2005-10-01 | 7.91347379911518 |
| 2005-11-01 | 7.97849455386485 |
| 2005-12-01 | 7.98083246990869 |
| 2006-01-01 | 8.00958636568997 |
| 2006-02-01 | 8.00456585137397 |
| 2006-03-01 | 7.97650111486914 |
| 2006-04-01 | 8.02322565532977 |
| 2006-05-01 | 7.96928006842394 |
| 2006-06-01 | 8.07755098485891 |
| 2006-07-01 | 8.05640242965682 |
| 2006-08-01 | 8.12545902541445 |
| 2006-09-01 | 8.07718392140148 |
| 2006-10-01 | 8.11567314092034 |
| 2006-11-01 | 8.18327709625459 |
| 2006-12-01 | 8.18709427326540 |
| 2007-01-01 | 8.10993818687809 |
| 2007-02-01 | 8.09894636748928 |
| 2007-03-01 | 8.08585562311008 |
| 2007-04-01 | 8.11763385414207 |
| 2007-05-01 | 8.17444044807958 |
| 2007-06-01 | 8.06550998445333 |
| 2007-07-01 | 8.14946560058614 |
| 2007-08-01 | 8.12214669940339 |
| 2007-09-01 | 8.08134908401401 |
| 2007-10-01 | 8.11652255999857 |
| 2007-11-01 | 8.09273610713431 |
| 2007-12-01 | 8.09102285686280 |
| 2008-01-01 | 8.11653306631601 |
| 2008-02-01 | 8.09678416057544 |
| 2008-03-01 | 8.08268445795855 |
| 2008-04-01 | 8.11335711343987 |
| 2008-05-01 | 8.07286130379848 |
| 2008-06-01 | 8.16062525815688 |
| 2008-07-01 | 8.04360047328935 |
| 2008-08-01 | 8.02242181860556 |
| 2008-09-01 | 8.07812444091238 |
| 2008-10-01 | 8.11666967877742 |
| 2008-11-01 | 8.00799189966895 |
| 2008-12-01 | 8.00003184843360 |
| 2009-01-01 | 8.02428991797710 |
| 2009-02-01 | 8.09365204225010 |
| 2009-03-01 | 8.16502854329790 |
| 2009-04-01 | 8.01192658254844 |
| 2009-05-01 | 7.96880295226269 |
| 2009-06-01 | 7.95778976397211 |
| 2009-07-01 | 7.95060493179759 |
| 2009-08-01 | 7.92694615818269 |
| 2009-09-01 | 7.87166186795792 |
| 2009-10-01 | 7.80944489140264 |
| 2009-11-01 | 7.81757978581758 |
| 2009-12-01 | 7.81259666227376 |
| 2010-01-01 | 7.83014530651894 |
| 2010-02-01 | 7.79285010964147 |
| 2010-03-01 | 7.74139682557926 |
| 2010-04-01 | 7.81574759284760 |
| 2010-05-01 | 7.86300985770256 |
| 2010-06-01 | 7.85725325232521 |
| 2010-07-01 | 7.86493358836877 |
| 2010-08-01 | 7.83379369606358 |
| 2010-09-01 | 7.75746507892665 |
| 2010-10-01 | 7.80524184540047 |
| 2010-11-01 | 7.82295022053999 |
| 2010-12-01 | 7.82535789830493 |
| 2011-01-01 | 7.72727990314907 |
| 2011-02-01 | 7.69559910193067 |
| 2011-03-01 | 7.72505975206501 |
| 2011-04-01 | 7.71820010316844 |
| 2011-05-01 | 7.55430453329709 |
| 2011-06-01 | 7.55704814687935 |
| 2011-07-01 | 7.58483740380157 |
| 2011-08-01 | 7.54219397646658 |
| 2011-09-01 | 7.54568229341054 |
| 2011-10-01 | 7.50158235949106 |
| 2011-11-01 | 7.41941965632023 |
| 2011-12-01 | 7.43143423712240 |
| 2012-01-01 | 7.32251992448496 |
| 2012-02-01 | 7.40010676726800 |
| 2012-03-01 | 7.41930819497831 |
| 2012-04-01 | 7.31687140413684 |
| 2012-05-01 | 7.34808750832257 |
| 2012-06-01 | 7.36290549751736 |
| 2012-07-01 | 7.29975468873996 |
| 2012-08-01 | 7.34613924676983 |
| 2012-09-01 | 7.33175488639974 |
| 2012-10-01 | 7.40076065378026 |
| 2012-11-01 | 7.41945683048837 |
| 2012-12-01 | 7.33677968700539 |
| 2013-01-01 | 7.41270536769666 |
| 2013-02-01 | 7.40265342671409 |
| 2013-03-01 | 7.42114591123355 |
| 2013-04-01 | 7.31555499716423 |
| 2013-05-01 | 7.44343318373368 |
| 2013-06-01 | 7.46771734536947 |
| 2013-07-01 | 7.41046623198101 |
| 2013-08-01 | 7.44686710044051 |
| 2013-09-01 | 7.52233607878082 |
| 2013-10-01 | 7.50123939762122 |
| 2013-11-01 | 7.51842472538362 |
| 2013-12-01 | 7.54087269428777 |
| 2014-01-01 | 7.60558891516553 |
| 2014-02-01 | 7.59699020458863 |
| 2014-03-01 | 7.62872609396317 |
| 2014-04-01 | 7.71624154662720 |
| 2014-05-01 | 7.74466640813160 |
| 2014-06-01 | 7.67002751105281 |
| 2014-07-01 | 7.71635580806944 |
| 2014-08-01 | 7.64228908755273 |
| 2014-09-01 | 7.71563783465519 |
| 2014-10-01 | 7.70259398998267 |
| 2014-11-01 | 7.72185744873261 |
| 2014-12-01 | 7.73994921514952 |
| 2015-01-01 | 7.70142797579584 |
| 2015-02-01 | 7.68814627433471 |
| 2015-03-01 | 7.63827117252368 |
| 2015-04-01 | 7.72046968424504 |
| 2015-05-01 | 7.64617571754358 |
| 2015-06-01 | 7.67328569634364 |
| 2015-07-01 | 7.71624007464326 |
| 2015-08-01 | 7.73744142152000 |
| 2015-09-01 | 7.71892950716855 |
| 2015-10-01 | 7.70107606832325 |
| 2015-11-01 | 7.71971486684559 |
| 2015-12-01 | 7.72965095385862 |
| 2016-01-01 | 7.80314115634654 |
| 2016-02-01 | 7.77943057968500 |
| 2016-03-01 | 7.84936851985245 |
| 2016-04-01 | 7.82481374003559 |
| 2016-05-01 | 7.85752926236855 |
| 2016-06-01 | 7.77193204984032 |
| 2016-07-01 | 7.91426566566088 |
| 2016-08-01 | 7.93659906113344 |
| 2016-09-01 | 7.92088969496807 |
| 2016-10-01 | 7.89556828470535 |
| 2016-11-01 | 7.91639763208886 |
| 2016-12-01 | 7.91861183343986 |
| 2017-01-01 | 7.90607846126106 |
| 2017-02-01 | 7.96784107683040 |
| 2017-03-01 | 7.95688419313824 |
| 2017-04-01 | 7.93350677753833 |
| 2017-05-01 | 7.97465046450513 |
| 2017-06-01 | 7.96958356377577 |
| 2017-07-01 | 7.91410325182364 |
| 2017-08-01 | 7.94169924535291 |
| 2017-09-01 | 7.91994785366648 |
| 2017-10-01 | 7.98447014208716 |
| 2017-11-01 | 7.90404354108268 |
| 2017-12-01 | 8.01254772634758 |
| 2018-01-01 | 7.90865130837166 |
| 2018-02-01 | 7.95868121164762 |
| 2018-03-01 | 7.96968400682070 |
| 2018-04-01 | 7.93704766908363 |
| 2018-05-01 | 7.99439004649191 |
| 2018-06-01 | 7.96473690332483 |
| 2018-07-01 | 8.01238680249370 |
| 2018-08-01 | 8.05256528733446 |
| 2018-09-01 | 8.01240550056603 |
| 2018-10-01 | 8.07471872299153 |
| 2018-11-01 | 8.09446598836492 |
| 2018-12-01 | 8.10684337489663 |
| 2019-01-01 | 8.10985237392602 |
| 2019-02-01 | 8.05676027080031 |
| 2019-03-01 | 8.07765082511180 |
| 2019-04-01 | 8.13634002325267 |
| 2019-05-01 | 8.11113017381527 |
| 2019-06-01 | 8.17050248026905 |
| 2019-07-01 | 8.10224827311988 |
| 2019-08-01 | 8.05992413781738 |
| 2019-09-01 | 8.10478954238942 |
| 2019-10-01 | 8.07121882712600 |
| 2019-11-01 | 8.18668355450087 |
| 2019-12-01 | 8.10239920284345 |
| 2020-01-01 | 8.10916533003434 |
| 2020-02-01 | 8.16522512778174 |
| 2020-03-01 | 8.08163706100567 |
| 2020-04-01 | 5.12861500607615 |
| 2020-05-01 | 5.62481495193603 |
| 2020-06-01 | 5.87902813030662 |
| 2020-07-01 | 6.88486556944716 |
| 2020-08-01 | 6.95694786453677 |
| 2020-09-01 | 7.10222218358647 |
| 2020-10-01 | 7.18130200677549 |
| 2020-11-01 | 7.28649133078028 |
| 2020-12-01 | 7.20206736939524 |
| 2021-01-01 | 7.30472288380125 |
| 2021-02-01 | 7.37491692260083 |
| 2021-03-01 | 7.37117526079542 |
| 2021-04-01 | 7.52365756897457 |
| 2021-05-01 | 7.53199029271352 |
| 2021-06-01 | 7.59204335739113 |
| 2021-07-01 | 7.67117486364265 |
| 2021-08-01 | 7.64426535284044 |
| 2021-09-01 | 7.70314079532058 |
| 2021-10-01 | 7.69467513629123 |
| 2021-11-01 | 7.69122918436391 |
| 2021-12-01 | 7.80838754033949 |
| 2022-01-01 | 7.69728250321049 |
| 2022-02-01 | 7.68734598074753 |
| 2022-03-01 | 7.75664016999682 |
| 2022-04-01 | 7.71748942113369 |
| 2022-05-01 | 7.72996427327415 |
| 2022-06-01 | 7.70162708513143 |
| 2022-07-01 | 7.76315762651621 |
| 2022-08-01 | 7.82566664691708 |
| 2022-09-01 | 7.71221682086574 |
| 2022-10-01 | 7.60972412079696 |
| 2022-11-01 | 7.70182583786766 |
| 2022-12-01 | 7.71138704414102 |
| 2023-01-01 | 7.69075393054644 |
| 2023-02-01 | 7.69618375956587 |
| 2023-03-01 | 7.74124436126727 |
| 2023-04-01 | 7.71463942875963 |
| 2023-05-01 | 7.72275605905065 |
| 2023-06-01 | 7.70657660818382 |
| 2023-07-01 | 7.76295415592244 |
| 2023-08-01 | 7.80964579946758 |
| 2023-09-01 | 7.72399332268992 |
| 2023-10-01 | 7.71860890647807 |
| 2023-11-01 | 7.81014429412876 |
| 2023-12-01 | 7.81387612792000 |
| 2024-01-01 | 7.88463187266449 |
| 2024-02-01 | 7.90316176874147 |
| 2024-03-01 | 7.93438045338423 |
| 2024-04-01 | 7.91236261771401 |
| 2024-05-01 | 7.91400032088364 |
| 2024-06-01 | 7.90286023279403 |
| 2024-07-01 | 7.86681011508304 |
| 2024-08-01 | 7.89833825662944 |
| 2024-09-01 | 7.93624363588301 |
| 2024-10-01 | 7.92636069458216 |
| 2024-11-01 | 7.91477380097513 |
| 2024-12-01 | 7.91493681779375 |
| 2025-01-01 | 7.98037332000231 |
| 2025-02-01 | 7.90103234683609 |
| 2025-03-01 | 7.93478275163965 |
| 2025-04-01 | 7.91280812771812 |
| 2025-05-01 | 8.00828027261479 |
| 2025-06-01 | 7.89456577916416 |
| 2025-07-01 | 7.87569544853055 |
| 2025-08-01 | 7.89667357969732 |
| 2025-09-01 | 7.84035222097422 |
| 2025-10-01 | 7.92548987789611 |
| 2025-11-01 | 7.81573024289260 |
| 2025-12-01 | 7.81775274939188 |
| 2026-01-01 | 7.77758947423769 |
| 2026-02-01 | 7.79841350264016 |
| 2026-03-01 | 7.74088870884628 |
| 2026-04-01 | 7.81309084854083 |
| 2026-05-01 | 7.80433160365098 |
| 2026-06-01 | 7.88719437805655 |