Table Data - All Employees: Leisure and Hospitality: Full-Service Restaurants in Pennsylvania
| Title | All Employees: Leisure and Hospitality: Full-Service Restaurants in Pennsylvania |
|---|---|
| Series ID | SMU42000007072251101SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 9:57 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 | 115.2815302112010 |
| 1990-02-01 | 115.3113139560510 |
| 1990-03-01 | 115.3433399221010 |
| 1990-04-01 | 115.2392571038620 |
| 1990-05-01 | 114.7003884914220 |
| 1990-06-01 | 115.5115579911060 |
| 1990-07-01 | 115.8550930090490 |
| 1990-08-01 | 116.1640203161920 |
| 1990-09-01 | 116.7758450806370 |
| 1990-10-01 | 115.6571711020950 |
| 1990-11-01 | 115.7598852523160 |
| 1990-12-01 | 116.3980476857670 |
| 1991-01-01 | 116.7025054738890 |
| 1991-02-01 | 117.2216725342370 |
| 1991-03-01 | 117.3923307596760 |
| 1991-04-01 | 116.9916928857750 |
| 1991-05-01 | 116.9427250369650 |
| 1991-06-01 | 117.6521820957300 |
| 1991-07-01 | 118.9643426881420 |
| 1991-08-01 | 118.9097294319680 |
| 1991-09-01 | 119.2200955087530 |
| 1991-10-01 | 118.7340878881650 |
| 1991-11-01 | 119.7435317029840 |
| 1991-12-01 | 119.8600876411940 |
| 1992-01-01 | 119.8131734713390 |
| 1992-02-01 | 119.4544478559350 |
| 1992-03-01 | 119.6585159775380 |
| 1992-04-01 | 120.0145173065580 |
| 1992-05-01 | 120.5265815959150 |
| 1992-06-01 | 120.2534478961480 |
| 1992-07-01 | 120.3703728778440 |
| 1992-08-01 | 120.8762871618520 |
| 1992-09-01 | 121.4992461804470 |
| 1992-10-01 | 122.5034332466840 |
| 1992-11-01 | 121.9305132947070 |
| 1992-12-01 | 122.6587279385650 |
| 1993-01-01 | 127.7369984519980 |
| 1993-02-01 | 128.4989903184510 |
| 1993-03-01 | 126.7627695319230 |
| 1993-04-01 | 129.1891739032790 |
| 1993-05-01 | 129.4375036747990 |
| 1993-06-01 | 129.9199917887540 |
| 1993-07-01 | 130.2937737331930 |
| 1993-08-01 | 130.2417876271500 |
| 1993-09-01 | 130.9086122960370 |
| 1993-10-01 | 132.5046142721480 |
| 1993-11-01 | 132.5877085174400 |
| 1993-12-01 | 132.8404056722050 |
| 1994-01-01 | 133.4402267912570 |
| 1994-02-01 | 132.9706437713670 |
| 1994-03-01 | 134.2136067894100 |
| 1994-04-01 | 135.4963190640110 |
| 1994-05-01 | 136.1068108378160 |
| 1994-06-01 | 136.5937312537640 |
| 1994-07-01 | 136.5945102826380 |
| 1994-08-01 | 137.0939803122230 |
| 1994-09-01 | 137.6479422382250 |
| 1994-10-01 | 138.4610664722420 |
| 1994-11-01 | 138.9771282525730 |
| 1994-12-01 | 138.8942218998060 |
| 1995-01-01 | 139.5938444489840 |
| 1995-02-01 | 139.3474004545450 |
| 1995-03-01 | 139.9914487845170 |
| 1995-04-01 | 140.1664508014220 |
| 1995-05-01 | 140.4198847757340 |
| 1995-06-01 | 141.0125330274800 |
| 1995-07-01 | 141.8282943895680 |
| 1995-08-01 | 143.0571038770800 |
| 1995-09-01 | 143.7168234659640 |
| 1995-10-01 | 143.0682279462010 |
| 1995-11-01 | 143.1894405643430 |
| 1995-12-01 | 143.2255852844410 |
| 1996-01-01 | 140.3045356787680 |
| 1996-02-01 | 141.3446844793650 |
| 1996-03-01 | 142.2942003523940 |
| 1996-04-01 | 144.5301440490690 |
| 1996-05-01 | 144.9840920713110 |
| 1996-06-01 | 145.1087113086300 |
| 1996-07-01 | 145.2699932744660 |
| 1996-08-01 | 145.5441149084430 |
| 1996-09-01 | 145.9011611279000 |
| 1996-10-01 | 146.0022255288120 |
| 1996-11-01 | 146.2010207779780 |
| 1996-12-01 | 146.9395138553160 |
| 1997-01-01 | 147.2716183646060 |
| 1997-02-01 | 147.5371145748300 |
| 1997-03-01 | 146.8964719767530 |
| 1997-04-01 | 147.2111319450350 |
| 1997-05-01 | 147.3779802909130 |
| 1997-06-01 | 148.0397894386900 |
| 1997-07-01 | 148.6834893687150 |
| 1997-08-01 | 150.3135566807640 |
| 1997-09-01 | 151.1038912522160 |
| 1997-10-01 | 149.5387443893640 |
| 1997-11-01 | 149.7963850331300 |
| 1997-12-01 | 149.9185522934900 |
| 1998-01-01 | 151.6395739342800 |
| 1998-02-01 | 151.6360252752070 |
| 1998-03-01 | 151.6356399978340 |
| 1998-04-01 | 151.2237532458580 |
| 1998-05-01 | 152.0399735114960 |
| 1998-06-01 | 152.0504330397200 |
| 1998-07-01 | 152.7185866435140 |
| 1998-08-01 | 152.5957274077370 |
| 1998-09-01 | 153.6014572624790 |
| 1998-10-01 | 155.2694591081010 |
| 1998-11-01 | 154.9569900563210 |
| 1998-12-01 | 154.9991322575540 |
| 1999-01-01 | 154.4870013489710 |
| 1999-02-01 | 155.1041250994460 |
| 1999-03-01 | 155.7629338203980 |
| 1999-04-01 | 155.6920458589490 |
| 1999-05-01 | 155.5179608352680 |
| 1999-06-01 | 156.2629791094500 |
| 1999-07-01 | 156.9934741500600 |
| 1999-08-01 | 157.3561716112260 |
| 1999-09-01 | 156.5495024025600 |
| 1999-10-01 | 158.6685128251830 |
| 1999-11-01 | 158.8394824326700 |
| 1999-12-01 | 159.8223663841850 |
| 2000-01-01 | 156.6817791206910 |
| 2000-02-01 | 156.3982273389190 |
| 2000-03-01 | 156.9044824909400 |
| 2000-04-01 | 156.6322762900120 |
| 2000-05-01 | 156.1763881694700 |
| 2000-06-01 | 156.3343451062510 |
| 2000-07-01 | 156.0236302528570 |
| 2000-08-01 | 155.6943270376460 |
| 2000-09-01 | 155.8290157389800 |
| 2000-10-01 | 156.1160124751600 |
| 2000-11-01 | 156.4374093100110 |
| 2000-12-01 | 157.0739678134060 |
| 2001-01-01 | 156.6996403228130 |
| 2001-02-01 | 157.4146531364420 |
| 2001-03-01 | 157.6798348173250 |
| 2001-04-01 | 157.4282564368850 |
| 2001-05-01 | 158.1429195779110 |
| 2001-06-01 | 158.8923493922770 |
| 2001-07-01 | 158.8136849288090 |
| 2001-08-01 | 159.0133123934530 |
| 2001-09-01 | 158.1430795014420 |
| 2001-10-01 | 159.0203036471820 |
| 2001-11-01 | 160.3345499496180 |
| 2001-12-01 | 161.3699395763200 |
| 2002-01-01 | 162.2207550525720 |
| 2002-02-01 | 163.0552621183330 |
| 2002-03-01 | 163.1369013881830 |
| 2002-04-01 | 164.9146396397800 |
| 2002-05-01 | 165.4733581945180 |
| 2002-06-01 | 164.9907742037010 |
| 2002-07-01 | 165.6173672975010 |
| 2002-08-01 | 166.3272366745310 |
| 2002-09-01 | 167.1449596416190 |
| 2002-10-01 | 167.0333304003610 |
| 2002-11-01 | 167.5092774656070 |
| 2002-12-01 | 167.2051348605780 |
| 2003-01-01 | 167.5734749456930 |
| 2003-02-01 | 167.2752673211150 |
| 2003-03-01 | 166.9668647305470 |
| 2003-04-01 | 167.9757821700710 |
| 2003-05-01 | 168.3269080641930 |
| 2003-06-01 | 169.2288165987430 |
| 2003-07-01 | 169.5528864757950 |
| 2003-08-01 | 169.9552548080110 |
| 2003-09-01 | 170.3751362696890 |
| 2003-10-01 | 171.2751372055380 |
| 2003-11-01 | 171.4803802870210 |
| 2003-12-01 | 171.9661862343180 |
| 2004-01-01 | 172.1792723275250 |
| 2004-02-01 | 171.6815214359870 |
| 2004-03-01 | 171.9466919195790 |
| 2004-04-01 | 171.3160315930270 |
| 2004-05-01 | 171.4690994621440 |
| 2004-06-01 | 170.8237827987680 |
| 2004-07-01 | 172.2240673841850 |
| 2004-08-01 | 173.3808673792110 |
| 2004-09-01 | 173.6590087253370 |
| 2004-10-01 | 174.2628184329290 |
| 2004-11-01 | 174.1861412257850 |
| 2004-12-01 | 173.7779267146090 |
| 2005-01-01 | 173.9479487362680 |
| 2005-02-01 | 174.9509799124850 |
| 2005-03-01 | 175.1726916983180 |
| 2005-04-01 | 176.1009738246520 |
| 2005-05-01 | 175.9902510677770 |
| 2005-06-01 | 176.2602147458150 |
| 2005-07-01 | 176.0665645121790 |
| 2005-08-01 | 176.0939596357210 |
| 2005-09-01 | 175.3466244844710 |
| 2005-10-01 | 173.6321840820260 |
| 2005-11-01 | 174.0648721640980 |
| 2005-12-01 | 174.2412036212820 |
| 2006-01-01 | 174.4277728259150 |
| 2006-02-01 | 175.2123710910200 |
| 2006-03-01 | 175.7031547945230 |
| 2006-04-01 | 176.2400277003300 |
| 2006-05-01 | 175.4165711141830 |
| 2006-06-01 | 175.3898480809020 |
| 2006-07-01 | 175.7867584745690 |
| 2006-08-01 | 175.7453286436830 |
| 2006-09-01 | 175.9337031246050 |
| 2006-10-01 | 176.2691962752700 |
| 2006-11-01 | 177.7433493142120 |
| 2006-12-01 | 178.8802544616700 |
| 2007-01-01 | 179.4500505934150 |
| 2007-02-01 | 179.4774778977480 |
| 2007-03-01 | 179.8559839681350 |
| 2007-04-01 | 180.6051701407160 |
| 2007-05-01 | 180.7747942913770 |
| 2007-06-01 | 180.7897301528920 |
| 2007-07-01 | 180.2483190028330 |
| 2007-08-01 | 179.8937978340680 |
| 2007-09-01 | 179.4755573252240 |
| 2007-10-01 | 180.4390460886850 |
| 2007-11-01 | 181.8385498374120 |
| 2007-12-01 | 181.5027878034380 |
| 2008-01-01 | 181.3376912106920 |
| 2008-02-01 | 181.4070745717410 |
| 2008-03-01 | 179.7700777339170 |
| 2008-04-01 | 179.9664782261920 |
| 2008-05-01 | 180.2868612050940 |
| 2008-06-01 | 179.7822585500900 |
| 2008-07-01 | 179.9519684901010 |
| 2008-08-01 | 179.3579260996220 |
| 2008-09-01 | 178.9734379382260 |
| 2008-10-01 | 178.2864505108040 |
| 2008-11-01 | 176.6871006391970 |
| 2008-12-01 | 175.9280098409480 |
| 2009-01-01 | 174.8888563741190 |
| 2009-02-01 | 174.3017981735230 |
| 2009-03-01 | 174.3852510958450 |
| 2009-04-01 | 173.3389264498760 |
| 2009-05-01 | 173.5743789093370 |
| 2009-06-01 | 173.3906557377900 |
| 2009-07-01 | 173.7391034447540 |
| 2009-08-01 | 173.5945189970730 |
| 2009-09-01 | 172.7545317069630 |
| 2009-10-01 | 173.1151827531260 |
| 2009-11-01 | 172.4134644493920 |
| 2009-12-01 | 172.4315409681160 |
| 2010-01-01 | 173.9365247344570 |
| 2010-02-01 | 172.6512153888160 |
| 2010-03-01 | 173.4252301443120 |
| 2010-04-01 | 173.8877870178470 |
| 2010-05-01 | 173.6817097589750 |
| 2010-06-01 | 174.1953292669410 |
| 2010-07-01 | 174.1610303661010 |
| 2010-08-01 | 175.0023169519510 |
| 2010-09-01 | 175.3722051705990 |
| 2010-10-01 | 175.9323473204450 |
| 2010-11-01 | 176.4596207872090 |
| 2010-12-01 | 176.2250189520240 |
| 2011-01-01 | 176.0366298756350 |
| 2011-02-01 | 176.2108300670320 |
| 2011-03-01 | 176.7357148388220 |
| 2011-04-01 | 178.3141830049140 |
| 2011-05-01 | 178.1019049385950 |
| 2011-06-01 | 178.2774304871030 |
| 2011-07-01 | 178.9479865245200 |
| 2011-08-01 | 178.8224966403140 |
| 2011-09-01 | 180.0630120678350 |
| 2011-10-01 | 180.0056986635380 |
| 2011-11-01 | 180.6977843310120 |
| 2011-12-01 | 180.3529053592010 |
| 2012-01-01 | 182.0126811884930 |
| 2012-02-01 | 182.9295789675340 |
| 2012-03-01 | 183.5666844358900 |
| 2012-04-01 | 183.7651265496230 |
| 2012-05-01 | 183.4731208264390 |
| 2012-06-01 | 183.8175750192150 |
| 2012-07-01 | 183.6159923644430 |
| 2012-08-01 | 183.8839043386560 |
| 2012-09-01 | 184.0947074482850 |
| 2012-10-01 | 184.3370288153200 |
| 2012-11-01 | 184.4536761033950 |
| 2012-12-01 | 185.0828155970560 |
| 2013-01-01 | 184.8883450922860 |
| 2013-02-01 | 184.6972824360540 |
| 2013-03-01 | 183.9711181947680 |
| 2013-04-01 | 183.9264141954640 |
| 2013-05-01 | 184.2537171981410 |
| 2013-06-01 | 184.2161966285670 |
| 2013-07-01 | 185.6758488814540 |
| 2013-08-01 | 185.4421209966190 |
| 2013-09-01 | 185.2724138263380 |
| 2013-10-01 | 184.9083159068470 |
| 2013-11-01 | 185.3557669997280 |
| 2013-12-01 | 185.3255367245870 |
| 2014-01-01 | 186.2956605094340 |
| 2014-02-01 | 185.4796966235760 |
| 2014-03-01 | 185.7786715706950 |
| 2014-04-01 | 185.7794925821690 |
| 2014-05-01 | 186.0265589727610 |
| 2014-06-01 | 186.1263723692200 |
| 2014-07-01 | 186.1437021859840 |
| 2014-08-01 | 186.6478312135680 |
| 2014-09-01 | 187.1021377725540 |
| 2014-10-01 | 187.7526650121550 |
| 2014-11-01 | 187.9896887133720 |
| 2014-12-01 | 188.3545741068050 |
| 2015-01-01 | 188.5356326721320 |
| 2015-02-01 | 188.6636998427700 |
| 2015-03-01 | 187.7628045279390 |
| 2015-04-01 | 188.8484967207620 |
| 2015-05-01 | 189.7116967073590 |
| 2015-06-01 | 190.1399540227000 |
| 2015-07-01 | 190.1114051784730 |
| 2015-08-01 | 190.0537505685160 |
| 2015-09-01 | 190.3591108089490 |
| 2015-10-01 | 190.5380786206780 |
| 2015-11-01 | 190.9395812149730 |
| 2015-12-01 | 191.4161854290690 |
| 2016-01-01 | 191.3038311655580 |
| 2016-02-01 | 192.0477746154480 |
| 2016-03-01 | 192.8535965673580 |
| 2016-04-01 | 192.8646505491090 |
| 2016-05-01 | 192.3894190896740 |
| 2016-06-01 | 193.6750647505570 |
| 2016-07-01 | 193.4399940646370 |
| 2016-08-01 | 193.7038241507360 |
| 2016-09-01 | 194.0788944704550 |
| 2016-10-01 | 194.2642714633540 |
| 2016-11-01 | 194.4005795223260 |
| 2016-12-01 | 193.8002245259970 |
| 2017-01-01 | 194.7672768773220 |
| 2017-02-01 | 194.9206197968950 |
| 2017-03-01 | 195.1905908073830 |
| 2017-04-01 | 195.6499845253690 |
| 2017-05-01 | 195.5985383927650 |
| 2017-06-01 | 195.7260283146770 |
| 2017-07-01 | 196.6930635856660 |
| 2017-08-01 | 196.5909715732750 |
| 2017-09-01 | 196.1373786415710 |
| 2017-10-01 | 196.4936778004780 |
| 2017-11-01 | 196.6094072265290 |
| 2017-12-01 | 196.3574898630230 |
| 2018-01-01 | 196.4956876763040 |
| 2018-02-01 | 196.9986957468120 |
| 2018-03-01 | 196.6135025040250 |
| 2018-04-01 | 196.9553012045240 |
| 2018-05-01 | 197.2151818168640 |
| 2018-06-01 | 196.8079956291680 |
| 2018-07-01 | 197.4436245805540 |
| 2018-08-01 | 197.8692506579160 |
| 2018-09-01 | 197.8073184077130 |
| 2018-10-01 | 198.7097486557470 |
| 2018-11-01 | 198.5127066480780 |
| 2018-12-01 | 198.7142198260160 |
| 2019-01-01 | 199.6331334744130 |
| 2019-02-01 | 198.6827881625540 |
| 2019-03-01 | 198.4772876500780 |
| 2019-04-01 | 198.5993839148550 |
| 2019-05-01 | 198.2336614538830 |
| 2019-06-01 | 198.1933024023040 |
| 2019-07-01 | 197.8037148162140 |
| 2019-08-01 | 197.5434061152370 |
| 2019-09-01 | 197.8217866767380 |
| 2019-10-01 | 197.9442943312600 |
| 2019-11-01 | 198.6632687551190 |
| 2019-12-01 | 198.8308146037540 |
| 2020-01-01 | 199.2579041782230 |
| 2020-02-01 | 199.2218714216270 |
| 2020-03-01 | 186.6015431198550 |
| 2020-04-01 | 47.5921026454405 |
| 2020-05-01 | 68.3820224870191 |
| 2020-06-01 | 106.4266638076540 |
| 2020-07-01 | 128.3449387600420 |
| 2020-08-01 | 133.2149164959700 |
| 2020-09-01 | 141.5802439438930 |
| 2020-10-01 | 146.7270471030910 |
| 2020-11-01 | 146.2942959782210 |
| 2020-12-01 | 127.9136737915760 |
| 2021-01-01 | 131.9390478849290 |
| 2021-02-01 | 139.6116620557190 |
| 2021-03-01 | 143.0059042890400 |
| 2021-04-01 | 149.3603297027690 |
| 2021-05-01 | 152.9234312442830 |
| 2021-06-01 | 158.3178553850100 |
| 2021-07-01 | 164.2585303269710 |
| 2021-08-01 | 165.1724862347010 |
| 2021-09-01 | 166.3089776627530 |
| 2021-10-01 | 170.5597013392640 |
| 2021-11-01 | 171.7256493908110 |
| 2021-12-01 | 172.1396476880750 |
| 2022-01-01 | 172.7330483712470 |
| 2022-02-01 | 174.8265388174990 |
| 2022-03-01 | 175.7055073864860 |
| 2022-04-01 | 176.5651217301200 |
| 2022-05-01 | 177.0525913888800 |
| 2022-06-01 | 177.5877764464020 |
| 2022-07-01 | 179.6463095131060 |
| 2022-08-01 | 179.3588703018870 |
| 2022-09-01 | 179.4857594930340 |
| 2022-10-01 | 180.2113286774670 |
| 2022-11-01 | 180.9117398526980 |
| 2022-12-01 | 180.9693916460070 |
| 2023-01-01 | 183.1945623454110 |
| 2023-02-01 | 184.5284384169300 |
| 2023-03-01 | 184.3528805042150 |
| 2023-04-01 | 184.1373537861240 |
| 2023-05-01 | 183.8102856472080 |
| 2023-06-01 | 184.6429989097510 |
| 2023-07-01 | 184.7764595356790 |
| 2023-08-01 | 184.7725709169620 |
| 2023-09-01 | 184.7616319456760 |
| 2023-10-01 | 184.6601351347690 |
| 2023-11-01 | 184.8883160283490 |
| 2023-12-01 | 186.2002251999920 |
| 2024-01-01 | 184.8607241404060 |
| 2024-02-01 | 185.8146597894160 |
| 2024-03-01 | 185.9366461562550 |
| 2024-04-01 | 185.2051254002180 |
| 2024-05-01 | 185.4572928139000 |
| 2024-06-01 | 185.1638139804620 |
| 2024-07-01 | 184.7106759215930 |
| 2024-08-01 | 184.1633625730030 |
| 2024-09-01 | 184.5191357387710 |
| 2024-10-01 | 184.7662510382490 |
| 2024-11-01 | 185.4242847744090 |
| 2024-12-01 | 186.0623852241240 |
| 2025-01-01 | 185.5643062083120 |
| 2025-02-01 | 184.6746546909500 |
| 2025-03-01 | 184.1599795269010 |
| 2025-04-01 | 184.9827032332430 |
| 2025-05-01 | 184.7613817988790 |
| 2025-06-01 | 184.5960074996820 |
| 2025-07-01 | 184.6590733244170 |
| 2025-08-01 | 185.0737393803820 |
| 2025-09-01 | 185.1062825870050 |
| 2025-10-01 | 184.8681828102360 |
| 2025-11-01 | 183.8458837687040 |
| 2025-12-01 | 181.4416885255860 |
| 2026-01-01 | 183.9354490234030 |
| 2026-02-01 | 183.7834343400830 |
| 2026-03-01 | 181.2659364341150 |
| 2026-04-01 | 185.4803862513260 |
| 2026-05-01 | 187.1786756533830 |
| 2026-06-01 | 188.7709136425490 |