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 2026-06-01
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 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 10.73431812903490
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 10.90298502508550
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 11.43903611013280
1996-08-01 11.55623877850250
1996-09-01 11.63129757182430
1996-10-01 11.70707592060230
1996-11-01 11.77142729140610
1996-12-01 11.81716169405060
1997-01-01 11.71462143304390
1997-02-01 11.83728187498790
1997-03-01 11.99383196696400
1997-04-01 11.82147795977920
1997-05-01 11.85218551426090
1997-06-01 11.80574454197080
1997-07-01 12.02608386777770
1997-08-01 11.95289465411520
1997-09-01 11.87140071365150
1997-10-01 12.04461929332170
1997-11-01 12.00089575026100
1997-12-01 11.92152108269650
1998-01-01 12.02226907505970
1998-02-01 12.00558775020200
1998-03-01 11.87968240137230
1998-04-01 11.73252524706050
1998-05-01 12.03647291981980
1998-06-01 12.07467314602390
1998-07-01 12.00197927117180
1998-08-01 12.16514522766230
1998-09-01 11.79387287975740
1998-10-01 12.07902588577570
1998-11-01 12.11911281198220
1998-12-01 12.11866303260650
1999-01-01 12.22599227232550
1999-02-01 12.28340294974490
1999-03-01 12.16900231959120
1999-04-01 12.34279815423290
1999-05-01 12.22301659589830
1999-06-01 12.35488238158400
1999-07-01 12.29050623688290
1999-08-01 12.17037938430770
1999-09-01 12.10214835041840
1999-10-01 12.11768025009060
1999-11-01 12.12732570519200
1999-12-01 12.32566764136320
2000-01-01 12.21756116447160
2000-02-01 12.15807485049530
2000-03-01 12.46191951744730
2000-04-01 12.25018716603530
2000-05-01 12.31215531063830
2000-06-01 12.34384636911820
2000-07-01 12.28763491412200
2000-08-01 12.28661836146010
2000-09-01 12.41122021341230
2000-10-01 12.24670583410590
2000-11-01 12.22014168623600
2000-12-01 12.32720831241270
2001-01-01 12.29961980666420
2001-02-01 12.44686188417180
2001-03-01 12.56036516677360
2001-04-01 12.25447489064270
2001-05-01 12.08692588332400
2001-06-01 12.24208001324970
2001-07-01 12.40341225489090
2001-08-01 12.39132799995910
2001-09-01 12.63276540359430
2001-10-01 12.67887543869050
2001-11-01 12.71898616105710
2001-12-01 12.61726472260780
2002-01-01 12.67037857387580
2002-02-01 12.72923022092150
2002-03-01 12.84909888317100
2002-04-01 12.95525966544390
2002-05-01 12.96701781213910
2002-06-01 13.05631031816320
2002-07-01 13.11494146070090
2002-08-01 13.29339431522940
2002-09-01 13.07326390982550
2002-10-01 13.11168179006350
2002-11-01 13.13052218193400
2002-12-01 12.89826487387900
2003-01-01 12.93089480719100
2003-02-01 12.71026555314120
2003-03-01 12.82353286344600
2003-04-01 12.94834707620450
2003-05-01 13.05150379020520
2003-06-01 12.96323707035230
2003-07-01 12.93579388400630
2003-08-01 12.89029435645320
2003-09-01 13.03987500939540
2003-10-01 13.04639404041990
2003-11-01 13.15563711098790
2003-12-01 13.07222214683060
2004-01-01 13.28646025663810
2004-02-01 13.08119318674710
2004-03-01 12.88645193725050
2004-04-01 12.82753388097910
2004-05-01 12.95437470937370
2004-06-01 12.96349852230640
2004-07-01 12.94380133303860
2004-08-01 13.10909849988000
2004-09-01 13.01556068324910
2004-10-01 13.07874907409080
2004-11-01 13.08674754505310
2004-12-01 13.34170451134210
2005-01-01 13.34165390766630
2005-02-01 13.25151720067980
2005-03-01 13.33127601584960
2005-04-01 13.30965160887010
2005-05-01 13.27740046377020
2005-06-01 13.25907966630500
2005-07-01 13.34828116889900
2005-08-01 13.43258800571470
2005-09-01 13.38191030723800
2005-10-01 13.19274350909940
2005-11-01 13.21892643878560
2005-12-01 13.41962107412150
2006-01-01 13.39989787471630
2006-02-01 13.52570854823220
2006-03-01 13.68297561364960
2006-04-01 13.90120724847470
2006-05-01 13.71760453950320
2006-06-01 13.66494191196810
2006-07-01 13.52665675370180
2006-08-01 13.55368767722530
2006-09-01 13.60908963050580
2006-10-01 13.79424995496500
2006-11-01 13.84458595685610
2006-12-01 13.82443256039790
2007-01-01 13.76807973003200
2007-02-01 14.01579937209720
2007-03-01 13.85234724863400
2007-04-01 14.10699745336300
2007-05-01 13.75252131594070
2007-06-01 13.86217656978660
2007-07-01 13.89708751570510
2007-08-01 13.76435964704930
2007-09-01 13.71082158657290
2007-10-01 13.87517682116170
2007-11-01 13.95874648024660
2007-12-01 13.94760583041620
2008-01-01 14.05629985127330
2008-02-01 14.02549710879780
2008-03-01 14.05147128597880
2008-04-01 14.01645914158710
2008-05-01 13.87378276858380
2008-06-01 13.84733331783940
2008-07-01 13.75817526703670
2008-08-01 13.77235868734980
2008-09-01 13.38427295310250
2008-10-01 13.76553855426310
2008-11-01 13.66896087855520
2008-12-01 13.58603531192000
2009-01-01 13.54878140903670
2009-02-01 13.43713973134120
2009-03-01 13.36744869149510
2009-04-01 13.31749626814980
2009-05-01 13.37737002823670
2009-06-01 13.32813913670890
2009-07-01 13.54931202945070
2009-08-01 13.97047302972730
2009-09-01 13.95059712461480
2009-10-01 13.46238844925680
2009-11-01 13.47488300989390
2009-12-01 13.52110744250100
2010-01-01 13.74208798223970
2010-02-01 13.34450506246300
2010-03-01 13.58133090627680
2010-04-01 13.51007563313150
2010-05-01 13.66966575646430
2010-06-01 13.73344020433890
2010-07-01 13.75598444827460
2010-08-01 13.65639992696780
2010-09-01 13.82236314423160
2010-10-01 13.57795767408030
2010-11-01 13.37461783760020
2010-12-01 13.45263148076630
2011-01-01 13.22684343413880
2011-02-01 13.33991712328200
2011-03-01 13.47901265256360
2011-04-01 13.58988547912620
2011-05-01 13.65804650456520
2011-06-01 13.85819641653430
2011-07-01 13.78403952714300
2011-08-01 13.75372774753270
2011-09-01 13.92240710947290
2011-10-01 13.88601561250630
2011-11-01 13.95324470986870
2011-12-01 13.96693101636390
2012-01-01 13.81080224951560
2012-02-01 14.41957975878640
2012-03-01 14.07687754816320
2012-04-01 14.26658080235430
2012-05-01 14.15048004153590
2012-06-01 14.19734203260080
2012-07-01 14.01729334159560
2012-08-01 14.15313666473170
2012-09-01 14.24110274854910
2012-10-01 14.19674101657500
2012-11-01 14.32647235544340
2012-12-01 14.27357325271230
2013-01-01 14.38570040028150
2013-02-01 14.38523977141990
2013-03-01 14.36875831730830
2013-04-01 14.03270251651280
2013-05-01 14.25607054541640
2013-06-01 14.04267150848660
2013-07-01 14.16347031951080
2013-08-01 14.26646702882110
2013-09-01 13.95728365244130
2013-10-01 14.19816737291170
2013-11-01 14.19867688510240
2013-12-01 14.46998169715160
2014-01-01 14.16210447551380
2014-02-01 14.04370609180380
2014-03-01 14.16826826568930
2014-04-01 14.11409120404860
2014-05-01 14.05189544816930
2014-06-01 14.08771998321960
2014-07-01 14.30062160558890
2014-08-01 14.18452514424840
2014-09-01 14.16790532284380
2014-10-01 14.59033979135550
2014-11-01 14.38804849270380
2014-12-01 14.36435596956700
2015-01-01 14.34237297515440
2015-02-01 14.31325282329910
2015-03-01 14.16473420981720
2015-04-01 14.30606970615900
2015-05-01 14.44946119198570
2015-06-01 14.51423421874390
2015-07-01 14.50534195944920
2015-08-01 14.72321077911110
2015-09-01 14.86831128805990
2015-10-01 14.57253152978130
2015-11-01 14.59590490338480
2015-12-01 14.35450115010790
2016-01-01 14.74724767090200
2016-02-01 14.89178209845980
2016-03-01 14.96134243988900
2016-04-01 15.00856135040700
2016-05-01 14.84762652215320
2016-06-01 14.91587776716980
2016-07-01 14.78997000572930
2016-08-01 14.84549316067690
2016-09-01 15.05828942670670
2016-10-01 14.97347644940830
2016-11-01 15.01889346530090
2016-12-01 15.36211954405450
2017-01-01 14.95599313718770
2017-02-01 14.96740714168690
2017-03-01 14.85147531405930
2017-04-01 14.91326307997100
2017-05-01 14.96063696769060
2017-06-01 14.80726488705800
2017-07-01 14.66014191921820
2017-08-01 14.66952724498040
2017-09-01 14.72955621388970
2017-10-01 14.98561370259460
2017-11-01 14.92834924880610
2017-12-01 15.37372254902500
2018-01-01 15.08043423093310
2018-02-01 14.75176552348300
2018-03-01 15.03696125752300
2018-04-01 15.03896099417070
2018-05-01 15.17957406827200
2018-06-01 15.08797048904660
2018-07-01 15.40915509229620
2018-08-01 15.05985372724080
2018-09-01 15.12730935380760
2018-10-01 15.20556725847170
2018-11-01 15.03720373727490
2018-12-01 15.18643620338570
2019-01-01 15.10644001930490
2019-02-01 15.23998411725990
2019-03-01 15.42838239338960
2019-04-01 15.36003968952110
2019-05-01 15.20966083183750
2019-06-01 15.25537227842470
2019-07-01 15.23973494598830
2019-08-01 15.35069472951650
2019-09-01 15.13926627576400
2019-10-01 14.83002546402630
2019-11-01 14.94210370393130
2019-12-01 14.79242629821610
2020-01-01 15.13895178095850
2020-02-01 15.04107921498540
2020-03-01 14.62479168943560
2020-04-01 6.17223815107823
2020-05-01 7.73231556035005
2020-06-01 8.70171435070170
2020-07-01 10.87952917072100
2020-08-01 11.32607649671790
2020-09-01 11.77196785861450
2020-10-01 12.27408589265380
2020-11-01 12.15400383967200
2020-12-01 11.59608952846910
2021-01-01 11.85254800930880
2021-02-01 11.93825847492000
2021-03-01 12.24353424010100
2021-04-01 12.16416964006020
2021-05-01 12.42895804208050
2021-06-01 12.74212029512830
2021-07-01 13.05381044660540
2021-08-01 13.22258502718360
2021-09-01 13.09718304618480
2021-10-01 13.51383208500220
2021-11-01 13.55567171398020
2021-12-01 13.88748604270010
2022-01-01 13.96538034394640
2022-02-01 14.35946742351970
2022-03-01 14.36197904128490
2022-04-01 14.65615412147780
2022-05-01 14.49566290834060
2022-06-01 14.68160601088140
2022-07-01 14.64856610446000
2022-08-01 14.63327845163030
2022-09-01 14.62775477872430
2022-10-01 14.64058380501240
2022-11-01 14.65594901538220
2022-12-01 14.67219299071270
2023-01-01 14.85720090262510
2023-02-01 14.78668173054300
2023-03-01 14.90023723370090
2023-04-01 14.84761381122730
2023-05-01 14.84713732219080
2023-06-01 14.83710692642250
2023-07-01 14.86262087681830
2023-08-01 14.65237152389010
2023-09-01 14.83510401242210
2023-10-01 14.84701418880350
2023-11-01 14.95302157125710
2023-12-01 15.06029360350240
2024-01-01 15.04834784485360
2024-02-01 15.02632381991160
2024-03-01 14.91872074792450
2024-04-01 15.05061017918130
2024-05-01 15.10761293570650
2024-06-01 15.01385458958360
2024-07-01 14.87940202720870
2024-08-01 14.96730916255380
2024-09-01 14.72457123837070
2024-10-01 14.65000702309750
2024-11-01 14.64383298067840
2024-12-01 14.85335387303590
2025-01-01 14.53038205511810
2025-02-01 14.55318763757610
2025-03-01 15.04782048158540
2025-04-01 14.76110820782550
2025-05-01 14.87699468234090
2025-06-01 14.90861551558440
2025-07-01 14.60231558842090
2025-08-01 14.87192793398410
2025-09-01 15.20098354908120
2025-10-01 15.44120057185140
2025-11-01 15.22823434962430
2025-12-01 15.14902468799410
2026-01-01 15.22876092722110
2026-02-01 15.07899353667640
2026-03-01 15.05553142081210
2026-04-01 15.07979222717650
2026-05-01 15.16392428208370
2026-06-01 15.20980060420160

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