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 2026-04-01
Last Updated 2026-05-26 2:50 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 9.97486527075624
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 10.73431812903480
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 11.29351107515550
1996-01-01 10.90298502508570
1996-02-01 11.25281253007870
1996-03-01 11.29913384664270
1996-04-01 11.52379027598990
1996-05-01 11.59245505080000
1996-06-01 11.45167890562580
1996-07-01 11.43903611013250
1996-08-01 11.55623877850250
1996-09-01 11.63129757182440
1996-10-01 11.70707592060260
1996-11-01 11.77142729140670
1996-12-01 11.81716169405160
1997-01-01 11.71462143304480
1997-02-01 11.83728187498820
1997-03-01 11.99383196696230
1997-04-01 11.82147795977770
1997-05-01 11.85218551425920
1997-06-01 11.80574454196950
1997-07-01 12.02608386777740
1997-08-01 11.95289465411670
1997-09-01 11.87140071365410
1997-10-01 12.04461929332400
1997-11-01 12.00089575026280
1997-12-01 11.92152108269720
1998-01-01 12.02226907505940
1998-02-01 12.00558775020420
1998-03-01 11.87968240137050
1998-04-01 11.73252524706040
1998-05-01 12.03647291980800
1998-06-01 12.07467314602280
1998-07-01 12.00197927116750
1998-08-01 12.16514522765770
1998-09-01 11.79387287975640
1998-10-01 12.07902588578170
1998-11-01 12.11911281199550
1998-12-01 12.11866303262280
1999-01-01 12.22599227233940
1999-02-01 12.28340294975760
1999-03-01 12.16900231958830
1999-04-01 12.34279815422430
1999-05-01 12.22301659585880
1999-06-01 12.35488238156000
1999-07-01 12.29050623684480
1999-08-01 12.17037938430800
1999-09-01 12.10214835039650
1999-10-01 12.11768025010550
1999-11-01 12.12732570525440
1999-12-01 12.32566764146070
2000-01-01 12.21756116457390
2000-02-01 12.15807485042830
2000-03-01 12.46191951746910
2000-04-01 12.25018716599800
2000-05-01 12.31215531052040
2000-06-01 12.34384636902140
2000-07-01 12.28763491401000
2000-08-01 12.28661836144220
2000-09-01 12.41122021337330
2000-10-01 12.24670583414170
2000-11-01 12.22014168633000
2000-12-01 12.32720831251140
2001-01-01 12.29961980760170
2001-02-01 12.44686188388660
2001-03-01 12.56036516674740
2001-04-01 12.25447489006270
2001-05-01 12.08692588324360
2001-06-01 12.24208001318970
2001-07-01 12.40341225477120
2001-08-01 12.39132799980390
2001-09-01 12.63276540323300
2001-10-01 12.67887543842300
2001-11-01 12.71898616104240
2001-12-01 12.61726472307890
2002-01-01 12.67037857607250
2002-02-01 12.72923022092410
2002-03-01 12.84909888349160
2002-04-01 12.95525966442730
2002-05-01 12.96701781191120
2002-06-01 13.05631031778660
2002-07-01 13.11494146008180
2002-08-01 13.29339431408600
2002-09-01 13.07326390804760
2002-10-01 13.11168179099610
2002-11-01 13.13052218124380
2002-12-01 12.89826487492550
2003-01-01 12.93089481160660
2003-02-01 12.71026555480200
2003-03-01 12.82353286493240
2003-04-01 12.94834707301130
2003-05-01 13.05150378917400
2003-06-01 12.96323706855190
2003-07-01 12.93579388319450
2003-08-01 12.89029435798110
2003-09-01 13.03987500518530
2003-10-01 13.04639404188120
2003-11-01 13.15563710787550
2003-12-01 13.07222214448580
2004-01-01 13.28646025553090
2004-02-01 13.08119321991580
2004-03-01 12.88645192819440
2004-04-01 12.82753386353460
2004-05-01 12.95437469925100
2004-06-01 12.96349851611470
2004-07-01 12.94380133701920
2004-08-01 13.10909851650360
2004-09-01 13.01556069861540
2004-10-01 13.07874908597410
2004-11-01 13.08674754070720
2004-12-01 13.34170449726350
2005-01-01 13.34165388566660
2005-02-01 13.25151724619610
2005-03-01 13.33127597470310
2005-04-01 13.30965155816940
2005-05-01 13.27740043479960
2005-06-01 13.25907966003070
2005-07-01 13.34828120350040
2005-08-01 13.43258808031540
2005-09-01 13.38191040817920
2005-10-01 13.19274355676620
2005-11-01 13.21892643069990
2005-12-01 13.41962101510050
2006-01-01 13.39989777875770
2006-02-01 13.52570855154410
2006-03-01 13.68297549366830
2006-04-01 13.90120713518120
2006-05-01 13.71760447508250
2006-06-01 13.66494189902730
2006-07-01 13.52665684773950
2006-08-01 13.55368791784300
2006-09-01 13.60908996643280
2006-10-01 13.79425013479630
2006-11-01 13.84458605739000
2006-12-01 13.82443257925400
2007-01-01 13.76807873028290
2007-02-01 14.01579940066320
2007-03-01 13.85234713859340
2007-04-01 14.10699733069800
2007-05-01 13.75252124722580
2007-06-01 13.86217655357300
2007-07-01 13.89708763432500
2007-08-01 13.76435998643810
2007-09-01 13.71082282877390
2007-10-01 13.87517706774470
2007-11-01 13.95874666099540
2007-12-01 13.94760594038700
2008-01-01 14.05629724002280
2008-02-01 14.02549720865040
2008-03-01 14.05147121818120
2008-04-01 14.01645902461180
2008-05-01 13.87378269904500
2008-06-01 13.84733333682970
2008-07-01 13.75817550671060
2008-08-01 13.77235927605780
2008-09-01 13.38427526094270
2008-10-01 13.76553904480400
2008-11-01 13.66896131193550
2008-12-01 13.58603568464290
2009-01-01 13.54877608806750
2009-02-01 13.43713980529110
2009-03-01 13.36744879406380
2009-04-01 13.31749620258630
2009-05-01 13.37736994891240
2009-06-01 13.32813924581210
2009-07-01 13.54931252459450
2009-08-01 13.97047403976030
2009-09-01 13.95060071355500
2009-10-01 13.46238935191830
2009-11-01 13.47488361939350
2009-12-01 13.52110777997720
2010-01-01 13.74208039547060
2010-02-01 13.34450450387800
2010-03-01 13.58133036573310
2010-04-01 13.51007756243590
2010-05-01 13.66966472355710
2010-06-01 13.73343940670380
2010-07-01 13.75598408172040
2010-08-01 13.65640009173850
2010-09-01 13.82237453601650
2010-10-01 13.57795803398740
2010-11-01 13.37461808378830
2010-12-01 13.45262919246190
2011-01-01 13.22683425914720
2011-02-01 13.33991579833400
2011-03-01 13.47901143402090
2011-04-01 13.58988941918700
2011-05-01 13.65804448211660
2011-06-01 13.85819475212930
2011-07-01 13.78403830742550
2011-08-01 13.75372690215610
2011-09-01 13.92242589696590
2011-10-01 13.88601834329960
2011-11-01 13.95324377208280
2011-12-01 13.96692522307860
2012-01-01 13.81079292186700
2012-02-01 14.41957716051240
2012-03-01 14.07687324619820
2012-04-01 14.26658518515570
2012-05-01 14.15047534722920
2012-06-01 14.19733839492390
2012-07-01 14.01729156188190
2012-08-01 14.15313779919860
2012-09-01 14.24113764128860
2012-10-01 14.19675147500280
2012-11-01 14.32647319611770
2012-12-01 14.27355785187500
2013-01-01 14.38568603811880
2013-02-01 14.38522757750000
2013-03-01 14.36874323378970
2013-04-01 14.03270023702900
2013-05-01 14.25606383804060
2013-06-01 14.04267168112920
2013-07-01 14.16347749567140
2013-08-01 14.26648290564030
2013-09-01 13.95733964124440
2013-10-01 14.19819611481910
2013-11-01 14.19868270859890
2013-12-01 14.46994238853000
2014-01-01 14.16207218213630
2014-02-01 14.04366724574240
2014-03-01 14.16822861627190
2014-04-01 14.11407788671080
2014-05-01 14.05189340751420
2014-06-01 14.08773838430860
2014-07-01 14.30065238496200
2014-08-01 14.18457380239820
2014-09-01 14.16799975831320
2014-10-01 14.59039373189630
2014-11-01 14.38807592858780
2014-12-01 14.36429792384840
2015-01-01 14.34237223209350
2015-02-01 14.31285804328270
2015-03-01 14.16473990796780
2015-04-01 14.30610287648140
2015-05-01 14.44950745730380
2015-06-01 14.51429667488570
2015-07-01 14.50555086931350
2015-08-01 14.72328857557590
2015-09-01 14.86840745041750
2015-10-01 14.57257375375040
2015-11-01 14.59590376027960
2015-12-01 14.35437362511830
2016-01-01 14.74722760118850
2016-02-01 14.89100522731850
2016-03-01 14.96139796239170
2016-04-01 15.00867573309010
2016-05-01 14.84778109797820
2016-06-01 14.91605875500280
2016-07-01 14.79043139066980
2016-08-01 14.84558221039600
2016-09-01 15.05842397645770
2016-10-01 14.97349606290320
2016-11-01 15.01881354997780
2016-12-01 15.36179238624580
2017-01-01 14.95585676376670
2017-02-01 14.96583136863390
2017-03-01 14.85226561450080
2017-04-01 14.91315850260170
2017-05-01 14.96104303775130
2017-06-01 14.80779393660670
2017-07-01 14.66080440435290
2017-08-01 14.66960277075730
2017-09-01 14.72968819124650
2017-10-01 14.98559078452090
2017-11-01 14.92806705951090
2017-12-01 15.37315992087930
2018-01-01 15.08011375416070
2018-02-01 14.74969099867650
2018-03-01 15.03838419373280
2018-04-01 15.03856085215750
2018-05-01 15.18019876243130
2018-06-01 15.08886734810990
2018-07-01 15.40993630664300
2018-08-01 15.05999612682100
2018-09-01 15.12753264359170
2018-10-01 15.20556858672790
2018-11-01 15.03675997226290
2018-12-01 15.18566195054310
2019-01-01 15.10592514463770
2019-02-01 15.23735241214730
2019-03-01 15.43033994756820
2019-04-01 15.35923215081620
2019-05-01 15.21042007192660
2019-06-01 15.25660249018470
2019-07-01 15.24064391965500
2019-08-01 15.35099837815510
2019-09-01 15.13959571832520
2019-10-01 14.83009348960250
2019-11-01 14.94156447810900
2019-12-01 14.79162454939320
2020-01-01 15.13837845963630
2020-02-01 15.03863754189270
2020-03-01 14.62639369944260
2020-04-01 6.17103924252458
2020-05-01 7.73259841221623
2020-06-01 8.70235983125687
2020-07-01 10.87961526907520
2020-08-01 11.33042874541930
2020-09-01 11.77170992245500
2020-10-01 12.27379769744290
2020-11-01 12.15328577292280
2020-12-01 11.59522790252010
2021-01-01 11.85183932385510
2021-02-01 11.93596377760700
2021-03-01 12.24342529233810
2021-04-01 12.16265629781270
2021-05-01 12.42900123700400
2021-06-01 12.74259717160370
2021-07-01 13.05354781010810
2021-08-01 13.23194719123450
2021-09-01 13.09643402212850
2021-10-01 13.51280620136880
2021-11-01 13.55368323004990
2021-12-01 13.88629687946790
2022-01-01 13.96586035556260
2022-02-01 14.35823875076460
2022-03-01 14.35703064053580
2022-04-01 14.65397816205910
2022-05-01 14.49556487850150
2022-06-01 14.68251402593830
2022-07-01 14.64836723307940
2022-08-01 14.64953721996830
2022-09-01 14.62665500388820
2022-10-01 14.63932837705950
2022-11-01 14.65375098137020
2022-12-01 14.67096871918700
2023-01-01 14.85800680902390
2023-02-01 14.78351401041390
2023-03-01 14.88524458991410
2023-04-01 14.84296635610720
2023-05-01 14.85162451460780
2023-06-01 14.84352344167250
2023-07-01 14.86482513925470
2023-08-01 14.67200819675790
2023-09-01 14.83431664118100
2023-10-01 14.84535922388620
2023-11-01 14.95038811929640
2023-12-01 15.05858086284460
2024-01-01 15.04888677156910
2024-02-01 15.02062254894010
2024-03-01 14.89504476216870
2024-04-01 15.04536358057540
2024-05-01 15.11365452251940
2024-06-01 15.02364738918520
2024-07-01 14.88428650786340
2024-08-01 14.99141889188160
2024-09-01 14.72421537898720
2024-10-01 14.64863175400650
2024-11-01 14.64207545829940
2024-12-01 14.85130356483210
2025-01-01 14.52914294540940
2025-02-01 14.54330983607770
2025-03-01 15.01640917905380
2025-04-01 14.75565801325920
2025-05-01 14.88606088236740
2025-06-01 14.92256755939370
2025-07-01 14.61072522214360
2025-08-01 14.89655388646670
2025-09-01 15.20155494850800
2025-10-01 15.43986277913650
2025-11-01 15.22651761687080
2025-12-01 15.14665684638810
2026-01-01 15.22709013986000
2026-02-01 15.06746301621580
2026-03-01 15.02134143141350
2026-04-01 14.97644926192660

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