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 2026-05-01
Last Updated 2026-06-24 9:49 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 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 11.53919345920920
1995-12-01 11.29351107515540
1996-01-01 10.90298502508560
1996-02-01 11.25281253007860
1996-03-01 11.29913384664270
1996-04-01 11.52379027599000
1996-05-01 11.59245505080010
1996-06-01 11.45167890562600
1996-07-01 11.43903611013270
1996-08-01 11.55623877850260
1996-09-01 11.63129757182440
1996-10-01 11.70707592060240
1996-11-01 11.77142729140630
1996-12-01 11.81716169405100
1997-01-01 11.71462143304420
1997-02-01 11.83728187498800
1997-03-01 11.99383196696320
1997-04-01 11.82147795977870
1997-05-01 11.85218551426030
1997-06-01 11.80574454197040
1997-07-01 12.02608386777760
1997-08-01 11.95289465411580
1997-09-01 11.87140071365240
1997-10-01 12.04461929332250
1997-11-01 12.00089575026170
1997-12-01 11.92152108269680
1998-01-01 12.02226907505970
1998-02-01 12.00558775020270
1998-03-01 11.87968240137150
1998-04-01 11.73252524706070
1998-05-01 12.03647291981600
1998-06-01 12.07467314602340
1998-07-01 12.00197927116990
1998-08-01 12.16514522766020
1998-09-01 11.79387287975640
1998-10-01 12.07902588577780
1998-11-01 12.11911281198740
1998-12-01 12.11866303261310
1999-01-01 12.22599227233140
1999-02-01 12.28340294974970
1999-03-01 12.16900231959020
1999-04-01 12.34279815423020
1999-05-01 12.22301659588440
1999-06-01 12.35488238157480
1999-07-01 12.29050623686810
1999-08-01 12.17037938430420
1999-09-01 12.10214835040950
1999-10-01 12.11768025009640
1999-11-01 12.12732570521600
1999-12-01 12.32566764140040
2000-01-01 12.21756116451030
2000-02-01 12.15807485047270
2000-03-01 12.46191951745500
2000-04-01 12.25018716602250
2000-05-01 12.31215531059770
2000-06-01 12.34384636908420
2000-07-01 12.28763491408050
2000-08-01 12.28661836144530
2000-09-01 12.41122021339340
2000-10-01 12.24670583411550
2000-11-01 12.22014168626890
2000-12-01 12.32720831244900
2001-01-01 12.29961980702520
2001-02-01 12.44686188407290
2001-03-01 12.56036516676340
2001-04-01 12.25447489040630
2001-05-01 12.08692588329610
2001-06-01 12.24208001322910
2001-07-01 12.40341225484930
2001-08-01 12.39132799990520
2001-09-01 12.63276540348070
2001-10-01 12.67887543861070
2001-11-01 12.71898616105740
2001-12-01 12.61726472279060
2002-01-01 12.67037857467770
2002-02-01 12.72923022088110
2002-03-01 12.84909888323560
2002-04-01 12.95525966498820
2002-05-01 12.96701781204950
2002-06-01 13.05631031804890
2002-07-01 13.11494146053230
2002-08-01 13.29339431491960
2002-09-01 13.07326390933430
2002-10-01 13.11168179030920
2002-11-01 13.13052218176630
2002-12-01 12.89826487428800
2003-01-01 12.93089480872590
2003-02-01 12.71026555356760
2003-03-01 12.82353286380650
2003-04-01 12.94834707485880
2003-05-01 13.05150378981360
2003-06-01 12.96323706976720
2003-07-01 12.93579388386790
2003-08-01 12.89029435719690
2003-09-01 13.03987500820220
2003-10-01 13.04639404076360
2003-11-01 13.15563711010260
2003-12-01 13.07222214626800
2004-01-01 13.28646025656240
2004-02-01 13.08119319655830
2004-03-01 12.88645193467210
2004-04-01 12.82753387531000
2004-05-01 12.95437470637170
2004-06-01 12.96349852029770
2004-07-01 12.94380133393870
2004-08-01 13.10909850456410
2004-09-01 13.01556068790080
2004-10-01 13.07874907703410
2004-11-01 13.08674754397290
2004-12-01 13.34170450802580
2005-01-01 13.34165390241440
2005-02-01 13.25151721505820
2005-03-01 13.33127600424130
2005-04-01 13.30965159286270
2005-05-01 13.27740045440210
2005-06-01 13.25907966317000
2005-07-01 13.34828117760760
2005-08-01 13.43258802641000
2005-09-01 13.38191033801390
2005-10-01 13.19274352235610
2005-11-01 13.21892643734620
2005-12-01 13.41962105906870
2006-01-01 13.39989784928500
2006-02-01 13.52570855150640
2006-03-01 13.68297557903000
2006-04-01 13.90120721294700
2006-05-01 13.71760451832080
2006-06-01 13.66494190624240
2006-07-01 13.52665677941830
2006-08-01 13.55368774217550
2006-09-01 13.60908973342290
2006-10-01 13.79425000480770
2006-11-01 13.84458598233920
2006-12-01 13.82443256058680
2007-01-01 13.76807947641600
2007-02-01 14.01579937836350
2007-03-01 13.85234720949190
2007-04-01 14.10699740874440
2007-05-01 13.75252128821930
2007-06-01 13.86217655717580
2007-07-01 13.89708754226620
2007-08-01 13.76435973057040
2007-09-01 13.71082198887930
2007-10-01 13.87517688779180
2007-11-01 13.95874653080830
2007-12-01 13.94760586245030
2008-01-01 14.05629913381290
2008-02-01 14.02549714239200
2008-03-01 14.05147125137400
2008-04-01 14.01645908012310
2008-05-01 13.87378271731910
2008-06-01 13.84733329408340
2008-07-01 13.75817531571150
2008-08-01 13.77235883956500
2008-09-01 13.38427372031540
2008-10-01 13.76553871656900
2008-11-01 13.66896103031350
2008-12-01 13.58603544272210
2009-01-01 13.54877993790880
2009-02-01 13.43713974747750
2009-03-01 13.36744866758790
2009-04-01 13.31749615433490
2009-05-01 13.37736989568670
2009-06-01 13.32813907285210
2009-07-01 13.54931212303140
2009-08-01 13.97047332525600
2009-09-01 13.95059837448720
2009-10-01 13.46238883739810
2009-11-01 13.47488332285680
2009-12-01 13.52110764872120
2010-01-01 13.74208587687540
2010-02-01 13.34450488919190
2010-03-01 13.58133060438120
2010-04-01 13.51007595424230
2010-05-01 13.66966514794670
2010-06-01 13.73343963471100
2010-07-01 13.75598402062330
2010-08-01 13.65639972301890
2010-09-01 13.82236797859180
2010-10-01 13.57795773195170
2010-11-01 13.37461790295610
2010-12-01 13.45263168907550
2011-01-01 13.22684073951310
2011-02-01 13.33991653443810
2011-03-01 13.47901191453930
2011-04-01 13.58988611391130
2011-05-01 13.65804526600350
2011-06-01 13.85819522098310
2011-07-01 13.78403846990540
2011-08-01 13.75372690903850
2011-09-01 13.92241539372420
2011-10-01 13.88601677003050
2011-11-01 13.95324443470390
2011-12-01 13.96693117954390
2012-01-01 13.81079956782960
2012-02-01 14.41957888668470
2012-03-01 14.07687476573530
2012-04-01 14.26658140219090
2012-05-01 14.15047770958440
2012-06-01 14.19733964511380
2012-07-01 14.01729119724320
2012-08-01 14.15313533769300
2012-09-01 14.24111879082350
2012-10-01 14.19674403223730
2012-11-01 14.32647196146530
2012-12-01 14.27357385981290
2013-01-01 14.38569597675900
2013-02-01 14.38523580965850
2013-03-01 14.36875098021040
2013-04-01 14.03270088212300
2013-05-01 14.25606732347650
2013-06-01 14.04266972759350
2013-07-01 14.16347003359580
2013-08-01 14.26646905844050
2013-09-01 13.95730730383750
2013-10-01 14.19817499461600
2013-11-01 14.19867682792340
2013-12-01 14.46998251971280
2014-01-01 14.16209397824090
2014-02-01 14.04369338132890
2014-03-01 14.16825133101140
2014-04-01 14.11408464612120
2014-05-01 14.05189168660470
2014-06-01 14.08772187960790
2014-07-01 14.30062808116270
2014-08-01 14.18453841267600
2014-09-01 14.16794587098360
2014-10-01 14.59035842311080
2014-11-01 14.38805667792870
2014-12-01 14.36436235084740
2015-01-01 14.34236346834710
2015-02-01 14.31313262843570
2015-03-01 14.16471582284680
2015-04-01 14.30606333176630
2015-05-01 14.44946275937190
2015-06-01 14.51424711198440
2015-07-01 14.50542179724110
2015-08-01 14.72324559871680
2015-09-01 14.86836714255270
2015-10-01 14.57256191898150
2015-11-01 14.59591272615420
2015-12-01 14.35449133426130
2016-01-01 14.74721204103280
2016-02-01 14.89152909540090
2016-03-01 14.96130585852390
2016-04-01 15.00855183736370
2016-05-01 14.84764700338890
2016-06-01 14.91592920867580
2016-07-01 14.79016126590740
2016-08-01 14.84554596591220
2016-09-01 15.05839273424690
2016-10-01 14.97354470809550
2016-11-01 15.01892655393620
2016-12-01 15.36209852296730
2017-01-01 14.95577876711600
2017-02-01 14.96696857568340
2017-03-01 14.85152338559350
2017-04-01 14.91302172925930
2017-05-01 14.96076201623510
2017-06-01 14.80761467545310
2017-07-01 14.66028383328180
2017-08-01 14.66969054196890
2017-09-01 14.72977662234460
2017-10-01 14.98576573548100
2017-11-01 14.92821874085870
2017-12-01 15.37367740681570
2018-01-01 15.08004618886890
2018-02-01 14.75120932560470
2018-03-01 15.03703303875060
2018-04-01 15.03843578909410
2018-05-01 15.17978192519330
2018-06-01 15.08863941079330
2018-07-01 15.40925082865010
2018-08-01 15.06020440658860
2018-09-01 15.12772050060160
2018-10-01 15.20584465015870
2018-11-01 15.03691849391530
2018-12-01 15.18634836291950
2019-01-01 15.10584503143990
2019-02-01 15.23924750537060
2019-03-01 15.42839456060650
2019-04-01 15.35914945164350
2019-05-01 15.20990924448260
2019-06-01 15.25637989612900
2019-07-01 15.23985755157100
2019-08-01 15.35136813469980
2019-09-01 15.13994110127650
2019-10-01 14.83045088424310
2019-11-01 14.94162958547810
2019-12-01 14.79225774472660
2020-01-01 15.13829326183470
2020-02-01 15.04025231950380
2020-03-01 14.62449259825530
2020-04-01 6.17102790494091
2020-05-01 7.73218786130831
2020-06-01 8.70227269286220
2020-07-01 10.87909856751240
2020-08-01 11.33035939614510
2020-09-01 11.77222034850870
2020-10-01 12.27419824476090
2020-11-01 12.15329746158480
2020-12-01 11.59568713636710
2021-01-01 11.85157192587280
2021-02-01 11.93710423507440
2021-03-01 12.24273722553030
2021-04-01 12.16248941934310
2021-05-01 12.42842409052820
2021-06-01 12.74235008674130
2021-07-01 13.05305480745300
2021-08-01 13.23119813878840
2021-09-01 13.09722992883490
2021-10-01 13.51371374844470
2021-11-01 13.55457862089980
2021-12-01 13.88661144551470
2022-01-01 13.96415511688970
2022-02-01 14.35764922338330
2022-03-01 14.35960054727050
2022-04-01 14.65398296424370
2022-05-01 14.49472534776380
2022-06-01 14.68160889469160
2022-07-01 14.64787767145310
2022-08-01 14.64756946547330
2022-09-01 14.62715723969200
2022-10-01 14.64065216059780
2022-11-01 14.65522225067540
2022-12-01 14.67108014036560
2023-01-01 14.85541689643650
2023-02-01 14.78318983501970
2023-03-01 14.89435851706800
2023-04-01 14.84151102867970
2023-05-01 14.84745108135870
2023-06-01 14.84102237168610
2023-07-01 14.86390796357530
2023-08-01 14.66929739498080
2023-09-01 14.83441245265060
2023-10-01 14.84833652892200
2023-11-01 14.95235384759810
2023-12-01 15.05846702465830
2024-01-01 15.04559377687220
2024-02-01 15.02072773233710
2024-03-01 14.90910404647720
2024-04-01 15.04074736128240
2024-05-01 15.11102162101190
2024-06-01 15.01916298099560
2024-07-01 14.88278072161730
2024-08-01 14.98762996090520
2024-09-01 14.72338271745680
2024-10-01 14.65280713529690
2024-11-01 14.64353996352400
2024-12-01 14.85103746563450
2025-01-01 14.52631577901850
2025-02-01 14.54534733686260
2025-03-01 15.03478119285090
2025-04-01 14.74670078290550
2025-05-01 14.88464442084230
2025-06-01 14.91605265234570
2025-07-01 14.60833444520880
2025-08-01 14.89236821373630
2025-09-01 15.20013527707480
2025-10-01 15.44567985213200
2025-11-01 15.22775760687880
2025-12-01 15.14608319624380
2026-01-01 15.22380333070620
2026-02-01 15.06974545695850
2026-03-01 15.04059136308370
2026-04-01 15.06378846909030
2026-05-01 15.07551724237950

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