Table Data - All Employees: Leisure and Hospitality in Reading, PA (MSA)

Title All Employees: Leisure and Hospitality in Reading, PA (MSA)
Series ID READ742LEIH
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 7:36 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 9.97486527075623
1990-02-01 10.06410313143660
1990-03-01 10.12599373492810
1990-04-01 10.00487288618510
1990-05-01 9.94825425356615
1990-06-01 10.02043004068370
1990-07-01 9.89778563188026
1990-08-01 9.91186218085721
1990-09-01 10.03867094473590
1990-10-01 10.09357366903430
1990-11-01 10.11070528085640
1990-12-01 10.21315935642370
1991-01-01 10.07753161532770
1991-02-01 10.16939495996840
1991-03-01 10.13023248275180
1991-04-01 10.18684795074330
1991-05-01 10.24736457613210
1991-06-01 10.31575407453490
1991-07-01 10.49000011480570
1991-08-01 10.60804824679250
1991-09-01 10.52199260249260
1991-10-01 10.60763968709160
1991-11-01 10.83807211480720
1991-12-01 10.94429007529870
1992-01-01 10.86888753143470
1992-02-01 10.77180593788840
1992-03-01 10.83478638627600
1992-04-01 10.75814569012620
1992-05-01 10.93857686700380
1992-06-01 10.79902474954540
1992-07-01 10.77791568385950
1992-08-01 10.79646075454340
1992-09-01 10.69934052057290
1992-10-01 10.92710809529240
1992-11-01 10.88327227853460
1992-12-01 10.90301062154350
1993-01-01 10.96365078418660
1993-02-01 10.98107356694650
1993-03-01 10.73431812903490
1993-04-01 11.01530262464070
1993-05-01 10.90432396054680
1993-06-01 10.97133637780520
1993-07-01 11.07532400996290
1993-08-01 10.98574483388670
1993-09-01 11.18246075643470
1993-10-01 11.04356144980410
1993-11-01 11.04001703393120
1993-12-01 11.07320220620620
1994-01-01 10.96832543016600
1994-02-01 10.78015707850710
1994-03-01 11.02332617835030
1994-04-01 11.07311031281970
1994-05-01 10.97060860066260
1994-06-01 10.93906348120760
1994-07-01 10.96334501110430
1994-08-01 10.97672772378630
1994-09-01 10.97592547057440
1994-10-01 10.85929037164510
1994-11-01 10.89290776972050
1994-12-01 10.94025751627710
1995-01-01 11.28727150032250
1995-02-01 11.27652325584400
1995-03-01 11.30957677466970
1995-04-01 11.23898863574270
1995-05-01 11.22401106614950
1995-06-01 11.39940786868740
1995-07-01 11.25700959248450
1995-08-01 11.06518240003830
1995-09-01 11.39255163158990
1995-10-01 11.37931307130370
1995-11-01 11.53919345920910
1995-12-01 11.29351107515530
1996-01-01 10.90298502508560
1996-02-01 11.25281253007860
1996-03-01 11.29913384664280
1996-04-01 11.52379027599010
1996-05-01 11.59245505080020
1996-06-01 11.45167890562610
1996-07-01 11.43903611013270
1996-08-01 11.55623877850250
1996-09-01 11.63129757182430
1996-10-01 11.70707592060230
1996-11-01 11.77142729140610
1996-12-01 11.81716169405070
1997-01-01 11.71462143304400
1997-02-01 11.83728187498790
1997-03-01 11.99383196696440
1997-04-01 11.82147795977900
1997-05-01 11.85218551426080
1997-06-01 11.80574454197070
1997-07-01 12.02608386777770
1997-08-01 11.95289465411520
1997-09-01 11.87140071365180
1997-10-01 12.04461929332170
1997-11-01 12.00089575026100
1997-12-01 11.92152108269640
1998-01-01 12.02226907505940
1998-02-01 12.00558775020230
1998-03-01 11.87968240137260
1998-04-01 11.73252524705980
1998-05-01 12.03647291981890
1998-06-01 12.07467314602410
1998-07-01 12.00197927117250
1998-08-01 12.16514522766340
1998-09-01 11.79387287975880
1998-10-01 12.07902588577590
1998-11-01 12.11911281198140
1998-12-01 12.11866303260490
1999-01-01 12.22599227232360
1999-02-01 12.28340294974470
1999-03-01 12.16900231959130
1999-04-01 12.34279815423240
1999-05-01 12.22301659589750
1999-06-01 12.35488238158520
1999-07-01 12.29050623688480
1999-08-01 12.17037938431500
1999-09-01 12.10214835042040
1999-10-01 12.11768025008960
1999-11-01 12.12732570518860
1999-12-01 12.32566764135890
2000-01-01 12.21756116446800
2000-02-01 12.15807485048970
2000-03-01 12.46191951744890
2000-04-01 12.25018716603590
2000-05-01 12.31215531063690
2000-06-01 12.34384636911860
2000-07-01 12.28763491412470
2000-08-01 12.28661836147620
2000-09-01 12.41122021341980
2000-10-01 12.24670583410990
2000-11-01 12.22014168623600
2000-12-01 12.32720831241050
2001-01-01 12.29961980662380
2001-02-01 12.44686188415700
2001-03-01 12.56036516676970
2001-04-01 12.25447489069760
2001-05-01 12.08692588331030
2001-06-01 12.24208001323980
2001-07-01 12.40341225488940
2001-08-01 12.39132799998070
2001-09-01 12.63276540360500
2001-10-01 12.67887543869760
2001-11-01 12.71898616105930
2001-12-01 12.61726472257270
2002-01-01 12.67037857380700
2002-02-01 12.72923022091700
2002-03-01 12.84909888319630
2002-04-01 12.95525966558990
2002-05-01 12.96701781213640
2002-06-01 13.05631031814310
2002-07-01 13.11494146065710
2002-08-01 13.29339431517140
2002-09-01 13.07326390972990
2002-10-01 13.11168179028050
2002-11-01 13.13052218183960
2002-12-01 12.89826487375280
2003-01-01 12.93089480708540
2003-02-01 12.71026555318440
2003-03-01 12.82353286356220
2003-04-01 12.94834707657490
2003-05-01 13.05150379028930
2003-06-01 12.96323707035670
2003-07-01 12.93579388381770
2003-08-01 12.89029435626760
2003-09-01 13.03987500911520
2003-10-01 13.04639404078550
2003-11-01 13.15563711074190
2003-12-01 13.07222214653860
2004-01-01 13.28646025637300
2004-02-01 13.08119318727510
2004-03-01 12.88645193705460
2004-04-01 12.82753388150520
2004-05-01 12.95437470936760
2004-06-01 12.96349852251170
2004-07-01 12.94380133343350
2004-08-01 13.10909850072520
2004-09-01 13.01556068222810
2004-10-01 13.07874907498990
2004-11-01 13.08674754401950
2004-12-01 13.34170450944510
2005-01-01 13.34165390557220
2005-02-01 13.25151720063030
2005-03-01 13.33127601586930
2005-04-01 13.30965161168890
2005-05-01 13.27740046648600
2005-06-01 13.25907966892630
2005-07-01 13.34828117070960
2005-08-01 13.43258800687630
2005-09-01 13.38191030152470
2005-10-01 13.19274350777100
2005-11-01 13.21892643462130
2005-12-01 13.41962106906090
2006-01-01 13.39989787080960
2006-02-01 13.52570854958160
2006-03-01 13.68297561850670
2006-04-01 13.90120725965600
2006-05-01 13.71760454998230
2006-06-01 13.66494191750860
2006-07-01 13.52665675147280
2006-08-01 13.55368767348500
2006-09-01 13.60908960648390
2006-10-01 13.79424994777490
2006-11-01 13.84458595756410
2006-12-01 13.82443257133520
2007-01-01 13.76807968555980
2007-02-01 14.01579939041110
2007-03-01 13.85234727682420
2007-04-01 14.10699748507460
2007-05-01 13.75252133970240
2007-06-01 13.86217658518170
2007-07-01 13.89708751858830
2007-08-01 13.76435965155440
2007-09-01 13.71082139625210
2007-10-01 13.87517682979870
2007-11-01 13.95874650645970
2007-12-01 13.94760587160400
2008-01-01 14.05629983393400
2008-02-01 14.02549714394120
2008-03-01 14.05147133697360
2008-04-01 14.01645919727110
2008-05-01 13.87378281455960
2008-06-01 13.84733335392750
2008-07-01 13.75817527134200
2008-08-01 13.77235867405350
2008-09-01 13.38427255549880
2008-10-01 13.76553851831890
2008-11-01 13.66896085739460
2008-12-01 13.58603530655420
2009-01-01 13.54878180054180
2009-02-01 13.43713971373590
2009-03-01 13.36744872909500
2009-04-01 13.31749633782600
2009-05-01 13.37737010276880
2009-06-01 13.32813919768070
2009-07-01 13.54931203374350
2009-08-01 13.97047297637020
2009-09-01 13.95059647515700
2009-10-01 13.46238831723650
2009-11-01 13.47488290628530
2009-12-01 13.52110737149320
2010-01-01 13.74208886905440
2010-02-01 13.34450506821320
2010-03-01 13.58133110462800
2010-04-01 13.51007507649380
2010-05-01 13.66966611990850
2010-06-01 13.73344060961520
2010-07-01 13.75598485866010
2010-08-01 13.65640029898800
2010-09-01 13.82236057536760
2010-10-01 13.57795794197900
2010-11-01 13.37461807515280
2010-12-01 13.45263045924650
2011-01-01 13.22684500046780
2011-02-01 13.33991734850520
2011-03-01 13.47901315841350
2011-04-01 13.58988440462910
2011-05-01 13.65804728614000
2011-06-01 13.85819728643320
2011-07-01 13.78404038292450
2011-08-01 13.75372845678090
2011-09-01 13.92240239149430
2011-10-01 13.88601712862600
2011-11-01 13.95324500275680
2011-12-01 13.96692885398960
2012-01-01 13.81080397130230
2012-02-01 14.41957992472440
2012-03-01 14.07687766416200
2012-04-01 14.26657827322810
2012-05-01 14.15048021169780
2012-06-01 14.19734312590210
2012-07-01 14.01729597380980
2012-08-01 14.15314151612420
2012-09-01 14.24109676145290
2012-10-01 14.19674958398490
2012-11-01 14.32647622705840
2012-12-01 14.27356566392430
2013-01-01 14.38569740682850
2013-02-01 14.38523214693520
2013-03-01 14.36875024942990
2013-04-01 14.03269464791830
2013-05-01 14.25607029120070
2013-06-01 14.04267794353780
2013-07-01 14.16348303027470
2013-08-01 14.26648615833210
2013-09-01 13.95728827079560
2013-10-01 14.19818927222490
2013-11-01 14.19868476253590
2013-12-01 14.46995626599300
2014-01-01 14.16208410833280
2014-02-01 14.04367612470470
2014-03-01 14.16824027593050
2014-04-01 14.11407380846810
2014-05-01 14.05189930037830
2014-06-01 14.08774255510550
2014-07-01 14.30065564173550
2014-08-01 14.18457184812610
2014-09-01 14.16793499003170
2014-10-01 14.59038559003000
2014-11-01 14.38807755889590
2014-12-01 14.36431599960050
2015-01-01 14.34236707269600
2015-02-01 14.31297281985750
2015-03-01 14.16472033149390
2015-04-01 14.30607008039440
2015-05-01 14.44948091174550
2015-06-01 14.51426679762470
2015-07-01 14.50564622617220
2015-08-01 14.72324660831330
2015-09-01 14.86832271493970
2015-10-01 14.57255006704930
2015-11-01 14.59590580978910
2015-12-01 14.35440514206540
2016-01-01 14.74721879478820
2016-02-01 14.89123286531270
2016-03-01 14.96134633245630
2016-04-01 15.00861481392320
2016-05-01 14.84772746233340
2016-06-01 14.91600095241680
2016-07-01 14.79061225922250
2016-08-01 14.84548348813280
2016-09-01 15.05827023337870
2016-10-01 14.97341248878750
2016-11-01 15.01878916558320
2016-12-01 15.36189379422520
2017-01-01 14.95601845328120
2017-02-01 14.96647291973820
2017-03-01 14.85152220987720
2017-04-01 14.91332949015900
2017-05-01 14.96076054556550
2017-06-01 14.80748167140280
2017-07-01 14.66218375153630
2017-08-01 14.66900030200210
2017-09-01 14.72919346297760
2017-10-01 14.98530723443670
2017-11-01 14.92805043446090
2017-12-01 15.37330203035290
2018-01-01 15.08050335637090
2018-02-01 14.75072930897510
2018-03-01 15.03707218657740
2018-04-01 15.03907462409310
2018-05-01 15.17977142208430
2018-06-01 15.08833541220150
2018-07-01 15.41236546191430
2018-08-01 15.05882571910500
2018-09-01 15.12659330903600
2018-10-01 15.20499574672160
2018-11-01 15.03669664867200
2018-12-01 15.18584306764700
2019-01-01 15.10659841423890
2019-02-01 15.23890661186370
2019-03-01 15.42860913814550
2019-04-01 15.36021800063060
2019-05-01 15.20989971015400
2019-06-01 15.25580968248590
2019-07-01 15.24402577917050
2019-08-01 15.34915759187400
2019-09-01 15.13815509489640
2019-10-01 14.82919397238470
2019-11-01 14.94142119279330
2019-12-01 14.79172719751370
2020-01-01 15.13909592388240
2020-02-01 15.04033880881850
2020-03-01 14.62513009494350
2020-04-01 6.17254839070867
2020-05-01 7.73271238643828
2020-06-01 8.70232752760375
2020-07-01 10.88372021898440
2020-08-01 11.32384805502930
2020-09-01 11.77091672618800
2020-10-01 12.27323159692930
2020-11-01 12.15323579416910
2020-12-01 11.59532925283070
2021-01-01 11.85269490870030
2021-02-01 11.93793005044260
2021-03-01 12.24414302215080
2021-04-01 12.16477890139690
2021-05-01 12.42957896482930
2021-06-01 12.74281413030360
2021-07-01 13.05766189180660
2021-08-01 13.21942920144960
2021-09-01 13.09592384572130
2021-10-01 13.51279583560220
2021-11-01 13.55481565670260
2021-12-01 13.88666391567690
2022-01-01 13.96549683607580
2022-02-01 14.35958834896000
2022-03-01 14.36334811832750
2022-04-01 14.65791181138820
2022-05-01 14.49725738838000
2022-06-01 14.68281492663610
2022-07-01 14.64979422795300
2022-08-01 14.62911411687890
2022-09-01 14.62643878341020
2022-10-01 14.63940981959280
2022-11-01 14.65457010795890
2022-12-01 14.67081044230520
2023-01-01 14.85690212027220
2023-02-01 14.78695156743140
2023-03-01 14.90279416018410
2023-04-01 14.85176581025450
2023-05-01 14.85212678735970
2023-06-01 14.84269341471940
2023-07-01 14.85598760609120
2023-08-01 14.64617356445760
2023-09-01 14.83291094569370
2023-10-01 14.84500485734640
2023-11-01 14.95115155531130
2023-12-01 15.05856115813080
2024-01-01 15.04793868845610
2024-02-01 15.02705210375070
2024-03-01 14.92288375753290
2024-04-01 15.05765489752510
2024-05-01 15.11658514901210
2024-06-01 15.02486772401490
2024-07-01 14.86389883614330
2024-08-01 14.95840161467390
2024-09-01 14.72146618693410
2024-10-01 14.64708697450070
2024-11-01 14.64132299509540
2024-12-01 14.85111080008130
2025-01-01 14.52980835076610
2025-02-01 14.55429335403110
2025-03-01 15.05336710192060
2025-04-01 14.77077383432330
2025-05-01 14.89001673553550
2025-06-01 14.92575354709850
2025-07-01 14.57933184563940
2025-08-01 14.86013112822640
2025-09-01 15.19631510247140
2025-10-01 15.43692689991910
2025-11-01 15.22529058973140
2025-12-01 15.14660394589680
2026-01-01 15.22843539763610
2026-02-01 15.08060673613560
2026-03-01 15.06232592529910
2026-04-01 15.09138157261620
2026-05-01 15.17939524702680
2026-06-01 15.23044549139090
2026-07-01 15.38115417308400

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