Table Data - All Employees: Leisure and Hospitality: Accommodation in Pennsylvania

Title All Employees: Leisure and Hospitality: Accommodation in Pennsylvania
Series ID SMU42000007072100001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2025-12-01
Last Updated 2026-01-28 2:16 AM CST
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 54.2694209912398
1990-02-01 53.8950549728849
1990-03-01 54.4299910584646
1990-04-01 53.5997613284671
1990-05-01 52.8761295145655
1990-06-01 53.6099309459603
1990-07-01 53.8856040020083
1990-08-01 53.9290816098659
1990-09-01 53.9639352409092
1990-10-01 53.7782351222049
1990-11-01 54.7095540068324
1990-12-01 54.1757734283818
1991-01-01 52.1718125240652
1991-02-01 51.8784216866200
1991-03-01 52.2282257846088
1991-04-01 51.7616240233784
1991-05-01 51.6909432954812
1991-06-01 52.2914966622168
1991-07-01 51.3914362237973
1991-08-01 51.2215038399069
1991-09-01 51.2805827772353
1991-10-01 51.0065162958302
1991-11-01 51.0388032248093
1991-12-01 51.1129475639049
1992-01-01 50.7687116256036
1992-02-01 50.8330870765809
1992-03-01 50.9368934530561
1992-04-01 51.0879589285042
1992-05-01 51.2948344618867
1992-06-01 51.0444973383651
1992-07-01 51.1037736397659
1992-08-01 51.1157683841026
1992-09-01 50.9999695519886
1992-10-01 51.6701997323508
1992-11-01 51.5911228162072
1992-12-01 51.6672980072190
1993-01-01 51.7663848536527
1993-02-01 52.0971814286754
1993-03-01 51.7204778814648
1993-04-01 52.2055593951510
1993-05-01 51.7695999821368
1993-06-01 51.7669948595184
1993-07-01 51.7133735568937
1993-08-01 51.6152100977171
1993-09-01 51.9521933613782
1993-10-01 51.2266144654086
1993-11-01 51.1588479422641
1993-12-01 51.0536859665266
1994-01-01 51.0692618686830
1994-02-01 50.8413143662742
1994-03-01 51.2324220499669
1994-04-01 50.7209090977552
1994-05-01 50.2132965135739
1994-06-01 50.5499721548263
1994-07-01 50.5021228219371
1994-08-01 50.6276296089186
1994-09-01 50.2797496736510
1994-10-01 50.5135215491530
1994-11-01 50.4405508489953
1994-12-01 50.3572026494485
1995-01-01 50.5870212798208
1995-02-01 50.3369438608459
1995-03-01 50.8221733827296
1995-04-01 49.1520151595732
1995-05-01 49.1103408194418
1995-06-01 49.5880495978972
1995-07-01 49.6766292147528
1995-08-01 49.7537344489669
1995-09-01 49.9478440351321
1995-10-01 49.4649470611507
1995-11-01 49.7197023129897
1995-12-01 50.0844335969258
1996-01-01 49.6230637499144
1996-02-01 49.5293131328262
1996-03-01 50.4285787390100
1996-04-01 49.3758875611763
1996-05-01 49.3941550602898
1996-06-01 49.4202162050752
1996-07-01 48.9402688605722
1996-08-01 49.4024137406896
1996-09-01 49.4823479828012
1996-10-01 49.8258607926329
1996-11-01 49.8961605165237
1996-12-01 50.1116886636791
1997-01-01 50.2735238536028
1997-02-01 50.6265003921808
1997-03-01 50.3095098435416
1997-04-01 50.7075000190615
1997-05-01 51.0898117065749
1997-06-01 51.0795967685112
1997-07-01 51.2205251680757
1997-08-01 51.0349241842390
1997-09-01 51.0174753770747
1997-10-01 50.9570112163167
1997-11-01 50.9751720958324
1997-12-01 50.9129902189513
1998-01-01 50.9251912807588
1998-02-01 50.7997585658624
1998-03-01 51.0727097268418
1998-04-01 51.5512656629366
1998-05-01 51.8719487264826
1998-06-01 52.0820455125169
1998-07-01 51.7349059633876
1998-08-01 51.6270176142643
1998-09-01 51.4551213987177
1998-10-01 51.9969597492827
1998-11-01 51.9276821912150
1998-12-01 51.8862641568388
1999-01-01 52.0904099027233
1999-02-01 52.3318183428283
1999-03-01 52.4103447378898
1999-04-01 52.7119923243723
1999-05-01 52.3934126362643
1999-06-01 52.2078628882180
1999-07-01 52.2952304007692
1999-08-01 51.8920329069974
1999-09-01 50.9610737602383
1999-10-01 52.1010580082451
1999-11-01 52.1402853966512
1999-12-01 51.8645249129680
2000-01-01 52.6791183964918
2000-02-01 53.1299468439002
2000-03-01 53.5674112185283
2000-04-01 52.4132256899147
2000-05-01 52.1448945695780
2000-06-01 52.5758691792191
2000-07-01 53.8580452280626
2000-08-01 53.4164885074927
2000-09-01 53.4206333235369
2000-10-01 53.1913280347113
2000-11-01 53.2126854549177
2000-12-01 53.5656157573994
2001-01-01 53.3923644156847
2001-02-01 53.1908781032168
2001-03-01 53.1855488279815
2001-04-01 51.4498607355489
2001-05-01 51.6873051250238
2001-06-01 52.0824197849226
2001-07-01 51.3487162830504
2001-08-01 51.6242281984852
2001-09-01 51.6124534664484
2001-10-01 51.0555976415741
2001-11-01 51.0574152106838
2001-12-01 50.6135797775250
2002-01-01 50.9046770175078
2002-02-01 51.1870262007891
2002-03-01 51.6592376212277
2002-04-01 52.2210348304276
2002-05-01 52.3370402846594
2002-06-01 52.2938777815108
2002-07-01 51.7314740474846
2002-08-01 51.6255058794232
2002-09-01 51.9574616855077
2002-10-01 51.9140004329996
2002-11-01 51.8034817258342
2002-12-01 51.9118115476724
2003-01-01 51.1722884075775
2003-02-01 50.8657069727325
2003-03-01 50.9845989527123
2003-04-01 50.7826175164798
2003-05-01 51.1575970296164
2003-06-01 50.8832819607552
2003-07-01 50.6168145364683
2003-08-01 51.0859869443632
2003-09-01 51.6286103836641
2003-10-01 50.6666698202801
2003-11-01 50.4481445381267
2003-12-01 50.7609242756612
2004-01-01 49.9655489713214
2004-02-01 49.9564417156847
2004-03-01 49.7898614539706
2004-04-01 49.9892687810406
2004-05-01 49.6961265904953
2004-06-01 49.4643856599932
2004-07-01 49.9544709591112
2004-08-01 50.5484060556322
2004-09-01 49.7804462673662
2004-10-01 49.6587628584821
2004-11-01 49.7329306728246
2004-12-01 49.3793832650340
2005-01-01 49.4744488032465
2005-02-01 49.4248252901241
2005-03-01 49.6332555848793
2005-04-01 49.9161876049356
2005-05-01 49.9539575766953
2005-06-01 50.0798877434048
2005-07-01 50.6895284605864
2005-08-01 50.6473392882009
2005-09-01 50.9641216262131
2005-10-01 51.0787626890295
2005-11-01 51.1443470693871
2005-12-01 51.5236607177800
2006-01-01 52.0073876485992
2006-02-01 52.1040007562680
2006-03-01 52.1031903660888
2006-04-01 52.4919318862605
2006-05-01 52.5477269011648
2006-06-01 52.9986364380518
2006-07-01 52.9141562364740
2006-08-01 52.8145559974808
2006-09-01 52.8012001016217
2006-10-01 53.3153763095165
2006-11-01 53.5161113312292
2006-12-01 53.1793224423204
2007-01-01 52.7291417959144
2007-02-01 53.5785642390798
2007-03-01 54.1068270982549
2007-04-01 52.9279364402557
2007-05-01 52.6357795936839
2007-06-01 53.5078962251405
2007-07-01 53.3194505659601
2007-08-01 53.3146792499307
2007-09-01 52.9203873115846
2007-10-01 52.7400071244953
2007-11-01 52.8941966156166
2007-12-01 52.6875464843470
2008-01-01 52.5819471747279
2008-02-01 52.5860370704997
2008-03-01 52.7923361705247
2008-04-01 52.5570933268604
2008-05-01 52.5084643621607
2008-06-01 51.8920377853202
2008-07-01 52.0935816645432
2008-08-01 51.5856640452099
2008-09-01 51.6727979956839
2008-10-01 51.5821896606052
2008-11-01 51.2894350964560
2008-12-01 51.6839044239469
2009-01-01 51.1095098258176
2009-02-01 50.7480724884518
2009-03-01 49.8640572668738
2009-04-01 49.4144128188109
2009-05-01 49.5755651779147
2009-06-01 49.3629271418236
2009-07-01 49.2536723697332
2009-08-01 49.9648477044314
2009-09-01 49.8983572321732
2009-10-01 49.9376402029977
2009-11-01 49.6647847987370
2009-12-01 50.0200848622351
2010-01-01 50.1739770039848
2010-02-01 50.1242889289068
2010-03-01 50.7576313528172
2010-04-01 50.6456940467216
2010-05-01 50.5225848352841
2010-06-01 50.2036767380021
2010-07-01 51.0145674106244
2010-08-01 51.0390682775647
2010-09-01 51.0072123734623
2010-10-01 51.3876469637575
2010-11-01 51.5374228969153
2010-12-01 52.1027101510461
2011-01-01 51.8723130350168
2011-02-01 51.8264234285536
2011-03-01 52.0434628994148
2011-04-01 52.2573527467359
2011-05-01 52.2307559340444
2011-06-01 52.4114367234810
2011-07-01 52.2460747093954
2011-08-01 52.2453052399256
2011-09-01 53.1799377062964
2011-10-01 52.9242910489944
2011-11-01 53.3849635565199
2011-12-01 53.3825337905120
2012-01-01 53.7854537297113
2012-02-01 54.4214198785864
2012-03-01 53.7528602106648
2012-04-01 55.1785747959098
2012-05-01 55.3900815891505
2012-06-01 56.0258254996984
2012-07-01 56.2956038999822
2012-08-01 56.6433340091881
2012-09-01 56.4583430329314
2012-10-01 56.1609137905235
2012-11-01 56.4131606311344
2012-12-01 56.0788854115387
2013-01-01 56.6094438899888
2013-02-01 56.7963783385103
2013-03-01 57.0026642903973
2013-04-01 56.9710393295849
2013-05-01 57.0261800706435
2013-06-01 57.1962609418466
2013-07-01 57.8043987837856
2013-08-01 56.9098123451100
2013-09-01 57.0752902132299
2013-10-01 58.2051606082379
2013-11-01 58.2639669085601
2013-12-01 59.1565163304216
2014-01-01 58.4956890280346
2014-02-01 58.3352645640682
2014-03-01 58.6130506974860
2014-04-01 58.0527029686302
2014-05-01 58.4652886456179
2014-06-01 58.3139530432848
2014-07-01 58.1283535290840
2014-08-01 57.8313654445143
2014-09-01 58.0847044197425
2014-10-01 58.4469876059365
2014-11-01 58.3124139809548
2014-12-01 58.7179861783241
2015-01-01 58.4565353830090
2015-02-01 58.4932692336547
2015-03-01 58.8734336648395
2015-04-01 58.7043180189294
2015-05-01 59.0450555751467
2015-06-01 59.0272808189966
2015-07-01 59.0217892572601
2015-08-01 59.6423414623974
2015-09-01 59.8067051971557
2015-10-01 59.6975252525680
2015-11-01 59.9514859362459
2015-12-01 59.4386108783058
2016-01-01 60.1135005533572
2016-02-01 60.5819761454420
2016-03-01 60.3457109072197
2016-04-01 60.9518344388973
2016-05-01 60.7658578355365
2016-06-01 60.4381482527016
2016-07-01 61.1345060335852
2016-08-01 60.9247749519626
2016-09-01 60.6929591759732
2016-10-01 60.8537546568090
2016-11-01 60.6574970649740
2016-12-01 60.9801006660300
2017-01-01 61.7607701510172
2017-02-01 61.4414499579669
2017-03-01 60.7732908307954
2017-04-01 61.3698477650189
2017-05-01 61.5484534020152
2017-06-01 62.1787197289700
2017-07-01 61.4529373700176
2017-08-01 61.5059625175801
2017-09-01 61.4217035345864
2017-10-01 61.2807713175508
2017-11-01 61.4167326535459
2017-12-01 61.3188065609907
2018-01-01 61.3587088271935
2018-02-01 60.9210007448214
2018-03-01 60.9698139436666
2018-04-01 61.1052659922717
2018-05-01 60.9480986683030
2018-06-01 61.3589802750575
2018-07-01 61.0007384584745
2018-08-01 60.7056879294614
2018-09-01 60.7239949827923
2018-10-01 60.6363561584205
2018-11-01 60.7160094652912
2018-12-01 60.7356108947243
2019-01-01 60.8096548112050
2019-02-01 60.7367733768927
2019-03-01 61.3377795549895
2019-04-01 60.9512424920609
2019-05-01 61.3527344290948
2019-06-01 61.5616559757817
2019-07-01 62.5333802608962
2019-08-01 61.7139055521438
2019-09-01 60.9847883785279
2019-10-01 61.1553783815153
2019-11-01 60.9895862929802
2019-12-01 61.1852496193117
2020-01-01 61.9083350036537
2020-02-01 61.8770331620027
2020-03-01 60.8534254209387
2020-04-01 26.6669911105234
2020-05-01 25.4425205474056
2020-06-01 26.1266271901832
2020-07-01 30.9600188743166
2020-08-01 32.7713013034450
2020-09-01 38.7493500184054
2020-10-01 39.4908202919907
2020-11-01 39.3962046780204
2020-12-01 38.3172615143314
2021-01-01 39.2798100670160
2021-02-01 40.3803668971192
2021-03-01 41.2424183975494
2021-04-01 42.2958995546856
2021-05-01 43.0253121499333
2021-06-01 43.5366568185458
2021-07-01 44.6045585404498
2021-08-01 45.6286542612638
2021-09-01 47.9951326884580
2021-10-01 49.1670217991446
2021-11-01 49.4544365227768
2021-12-01 49.5320520631503
2022-01-01 49.6061991364758
2022-02-01 50.1746579125661
2022-03-01 51.0837749203021
2022-04-01 51.4485355951551
2022-05-01 51.6639036584261
2022-06-01 51.6436722767975
2022-07-01 52.8811804888916
2022-08-01 52.4399004252995
2022-09-01 53.0178038323286
2022-10-01 53.1605160255331
2022-11-01 53.6743300755115
2022-12-01 54.2746779560571
2023-01-01 56.7624814960271
2023-02-01 56.9552358237204
2023-03-01 56.5820206022202
2023-04-01 56.6739236534533
2023-05-01 56.9504920813584
2023-06-01 57.5013163693089
2023-07-01 57.5135358799496
2023-08-01 56.3926129993208
2023-09-01 57.4647968712239
2023-10-01 57.0889825600510
2023-11-01 57.1359694178433
2023-12-01 57.1352623030023
2024-01-01 56.9592055956977
2024-02-01 56.8113300497393
2024-03-01 57.0905464259845
2024-04-01 56.6036581346672
2024-05-01 56.8098806198046
2024-06-01 57.5335289329418
2024-07-01 57.1769763199019
2024-08-01 56.4876587032378
2024-09-01 58.0497154036517
2024-10-01 58.1143125283062
2024-11-01 58.3202672948616
2024-12-01 58.6393298691723
2025-01-01 58.9381937276512
2025-02-01 58.7417605968829
2025-03-01 58.6209432565375
2025-04-01 58.5035555700188
2025-05-01 58.7607256956506
2025-06-01 57.7290930103595
2025-07-01 55.9822617362219
2025-08-01 56.5109467852571
2025-09-01 56.2865982473662
2025-10-01 56.5282276445102
2025-11-01 56.1709622349395
2025-12-01 56.0534737030543

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