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 2024-09-01 |
| Last Updated | 2024-10-23 4:05 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 | 115.28098422431400 |
| 1990-02-01 | 115.31098589717800 |
| 1990-03-01 | 115.34479420638000 |
| 1990-04-01 | 115.23925523970101 |
| 1990-05-01 | 114.69882431643299 |
| 1990-06-01 | 115.51153620754400 |
| 1990-07-01 | 115.85513472843300 |
| 1990-08-01 | 116.16402811484400 |
| 1990-09-01 | 116.77586914794300 |
| 1990-10-01 | 115.65778165776699 |
| 1990-11-01 | 115.76005631014799 |
| 1990-12-01 | 116.39825917853300 |
| 1991-01-01 | 116.70193840528700 |
| 1991-02-01 | 117.22115700845100 |
| 1991-03-01 | 117.39401419701900 |
| 1991-04-01 | 116.99154967897300 |
| 1991-05-01 | 116.94123495709000 |
| 1991-06-01 | 117.65210244854400 |
| 1991-07-01 | 118.96436177306200 |
| 1991-08-01 | 118.90974907404400 |
| 1991-09-01 | 119.22016810398300 |
| 1991-10-01 | 118.73472611097500 |
| 1991-11-01 | 119.74377806308400 |
| 1991-12-01 | 119.86035175094500 |
| 1992-01-01 | 119.81263221161501 |
| 1992-02-01 | 119.45370837793399 |
| 1992-03-01 | 119.66033064997600 |
| 1992-04-01 | 120.01412551955099 |
| 1992-05-01 | 120.52527733415899 |
| 1992-06-01 | 120.25321137744500 |
| 1992-07-01 | 120.37023618422000 |
| 1992-08-01 | 120.87649756917801 |
| 1992-09-01 | 121.49936443202299 |
| 1992-10-01 | 122.50406264166901 |
| 1992-11-01 | 121.93087242514300 |
| 1992-12-01 | 122.65920697030899 |
| 1993-01-01 | 127.73688580134399 |
| 1993-02-01 | 128.49783819840600 |
| 1993-03-01 | 126.76417407839800 |
| 1993-04-01 | 129.18858502592800 |
| 1993-05-01 | 129.43646790984000 |
| 1993-06-01 | 129.91957782794398 |
| 1993-07-01 | 130.29348862510000 |
| 1993-08-01 | 130.24225524353900 |
| 1993-09-01 | 130.90880458627100 |
| 1993-10-01 | 132.50519534194999 |
| 1993-11-01 | 132.58823346331200 |
| 1993-12-01 | 132.84116332754300 |
| 1994-01-01 | 133.44049394163000 |
| 1994-02-01 | 132.96909177626000 |
| 1994-03-01 | 134.21466136419800 |
| 1994-04-01 | 135.49545467841800 |
| 1994-05-01 | 136.10594846567700 |
| 1994-06-01 | 136.59320251033200 |
| 1994-07-01 | 136.59412351876400 |
| 1994-08-01 | 137.09468851240400 |
| 1994-09-01 | 137.64819352618500 |
| 1994-10-01 | 138.46156520716102 |
| 1994-11-01 | 138.97770748747200 |
| 1994-12-01 | 138.89509861153000 |
| 1995-01-01 | 139.59488363434200 |
| 1995-02-01 | 139.34559768076900 |
| 1995-03-01 | 139.99169975096700 |
| 1995-04-01 | 140.16556696226500 |
| 1995-05-01 | 140.41917765887300 |
| 1995-06-01 | 141.01201687996500 |
| 1995-07-01 | 141.82795415080700 |
| 1995-08-01 | 143.05782667387900 |
| 1995-09-01 | 143.71708612188600 |
| 1995-10-01 | 143.06864567756202 |
| 1995-11-01 | 143.18994835513400 |
| 1995-12-01 | 143.22637220125200 |
| 1996-01-01 | 140.30605073583200 |
| 1996-02-01 | 141.34310253122700 |
| 1996-03-01 | 142.29385933743200 |
| 1996-04-01 | 144.52937842049300 |
| 1996-05-01 | 144.98347938271300 |
| 1996-06-01 | 145.10830641543500 |
| 1996-07-01 | 145.26971886152700 |
| 1996-08-01 | 145.54476860575600 |
| 1996-09-01 | 145.90133892158500 |
| 1996-10-01 | 146.00249684319500 |
| 1996-11-01 | 146.20122805546600 |
| 1996-12-01 | 146.93987414772800 |
| 1997-01-01 | 147.27378596997000 |
| 1997-02-01 | 147.53591899451598 |
| 1997-03-01 | 146.89571566169500 |
| 1997-04-01 | 147.21063591235900 |
| 1997-05-01 | 147.37755370553600 |
| 1997-06-01 | 148.03952810323100 |
| 1997-07-01 | 148.68334478191100 |
| 1997-08-01 | 150.31391743861700 |
| 1997-09-01 | 151.10392666362802 |
| 1997-10-01 | 149.53886499879200 |
| 1997-11-01 | 149.79627053754800 |
| 1997-12-01 | 149.91843895962500 |
| 1998-01-01 | 151.64168049719999 |
| 1998-02-01 | 151.63546686360700 |
| 1998-03-01 | 151.63520664679800 |
| 1998-04-01 | 151.22345631153600 |
| 1998-05-01 | 152.03968905344300 |
| 1998-06-01 | 152.05032663567698 |
| 1998-07-01 | 152.71851725899800 |
| 1998-08-01 | 152.59576738525900 |
| 1998-09-01 | 153.60134503572002 |
| 1998-10-01 | 155.26938716429600 |
| 1998-11-01 | 154.95656105454398 |
| 1998-12-01 | 154.99852552460600 |
| 1999-01-01 | 154.48903267162700 |
| 1999-02-01 | 155.10411514825302 |
| 1999-03-01 | 155.76284583635500 |
| 1999-04-01 | 155.69199637145599 |
| 1999-05-01 | 155.51784100677100 |
| 1999-06-01 | 156.26295743240300 |
| 1999-07-01 | 156.99345056058300 |
| 1999-08-01 | 157.35591312808398 |
| 1999-09-01 | 156.54928095263700 |
| 1999-10-01 | 158.66832776174000 |
| 1999-11-01 | 158.83892235316900 |
| 1999-12-01 | 159.82158969622998 |
| 2000-01-01 | 156.68323928710400 |
| 2000-02-01 | 156.39869877383302 |
| 2000-03-01 | 156.90471750606000 |
| 2000-04-01 | 156.63240859293900 |
| 2000-05-01 | 156.17637194748698 |
| 2000-06-01 | 156.33434889976700 |
| 2000-07-01 | 156.02354771116900 |
| 2000-08-01 | 155.69404519274300 |
| 2000-09-01 | 155.82875724624300 |
| 2000-10-01 | 156.11571308951300 |
| 2000-11-01 | 156.43685105598100 |
| 2000-12-01 | 157.07320621480300 |
| 2001-01-01 | 156.70076983189898 |
| 2001-02-01 | 157.41519045357500 |
| 2001-03-01 | 157.68016391468600 |
| 2001-04-01 | 157.42846597073000 |
| 2001-05-01 | 158.14296545492599 |
| 2001-06-01 | 158.89232184419100 |
| 2001-07-01 | 158.81357676617301 |
| 2001-08-01 | 159.01309179087200 |
| 2001-09-01 | 158.14285806275800 |
| 2001-10-01 | 159.01999587745001 |
| 2001-11-01 | 160.33416280333300 |
| 2001-12-01 | 161.36946414299800 |
| 2002-01-01 | 162.22133543830500 |
| 2002-02-01 | 163.05571279746098 |
| 2002-03-01 | 163.13723545842300 |
| 2002-04-01 | 164.91481949383200 |
| 2002-05-01 | 165.47340243443000 |
| 2002-06-01 | 164.99074064881600 |
| 2002-07-01 | 165.61726647802098 |
| 2002-08-01 | 166.32711035109700 |
| 2002-09-01 | 167.14482215694798 |
| 2002-10-01 | 167.03306073645598 |
| 2002-11-01 | 167.50906879723600 |
| 2002-12-01 | 167.20489309810300 |
| 2003-01-01 | 167.57377476419500 |
| 2003-02-01 | 167.27552526750800 |
| 2003-03-01 | 166.96708648796900 |
| 2003-04-01 | 167.97589834770702 |
| 2003-05-01 | 168.32694576214300 |
| 2003-06-01 | 169.22876712040198 |
| 2003-07-01 | 169.55282190426200 |
| 2003-08-01 | 169.95519032995800 |
| 2003-09-01 | 170.37506874480800 |
| 2003-10-01 | 171.27495817726100 |
| 2003-11-01 | 171.48031820997800 |
| 2003-12-01 | 171.96617240916500 |
| 2004-01-01 | 172.17930872057100 |
| 2004-02-01 | 171.68160703030398 |
| 2004-03-01 | 171.94684548793800 |
| 2004-04-01 | 171.31608572049000 |
| 2004-05-01 | 171.46911261886000 |
| 2004-06-01 | 170.82375323000602 |
| 2004-07-01 | 172.22404508105498 |
| 2004-08-01 | 173.38084218671200 |
| 2004-09-01 | 173.65899053519200 |
| 2004-10-01 | 174.26270665734100 |
| 2004-11-01 | 174.18613384083199 |
| 2004-12-01 | 173.77792959197300 |
| 2005-01-01 | 173.94795645598802 |
| 2005-02-01 | 174.95100596075100 |
| 2005-03-01 | 175.17277663534100 |
| 2005-04-01 | 176.10098981757000 |
| 2005-05-01 | 175.99025486044700 |
| 2005-06-01 | 176.26019273914397 |
| 2005-07-01 | 176.06656035942700 |
| 2005-08-01 | 176.09395410436900 |
| 2005-09-01 | 175.34662443048802 |
| 2005-10-01 | 173.63211063020000 |
| 2005-11-01 | 174.06488412281400 |
| 2005-12-01 | 174.24121093753600 |
| 2006-01-01 | 174.42776915001600 |
| 2006-02-01 | 175.21237685065103 |
| 2006-03-01 | 175.70320882665300 |
| 2006-04-01 | 176.24002613407800 |
| 2006-05-01 | 175.41656929657398 |
| 2006-06-01 | 175.38984513510400 |
| 2006-07-01 | 175.78675744012400 |
| 2006-08-01 | 175.74532510246900 |
| 2006-09-01 | 175.93370557913000 |
| 2006-10-01 | 176.26913977366300 |
| 2006-11-01 | 177.74336052086400 |
| 2006-12-01 | 178.88025907175899 |
| 2007-01-01 | 179.45005668065000 |
| 2007-02-01 | 179.47749101949600 |
| 2007-03-01 | 179.85600063840000 |
| 2007-04-01 | 180.60517287724700 |
| 2007-05-01 | 180.77479585192200 |
| 2007-06-01 | 180.78972806218400 |
| 2007-07-01 | 180.24831650091200 |
| 2007-08-01 | 179.89379272271200 |
| 2007-09-01 | 179.47555615679698 |
| 2007-10-01 | 180.43900677408502 |
| 2007-11-01 | 181.83855906375900 |
| 2007-12-01 | 181.50279167393800 |
| 2008-01-01 | 181.33770527992500 |
| 2008-02-01 | 181.40708754158600 |
| 2008-03-01 | 179.77009139883702 |
| 2008-04-01 | 179.96647674550000 |
| 2008-05-01 | 180.28686278389400 |
| 2008-06-01 | 179.78225411762700 |
| 2008-07-01 | 179.95195901792400 |
| 2008-08-01 | 179.35791121362300 |
| 2008-09-01 | 178.97342602494800 |
| 2008-10-01 | 178.28642365439603 |
| 2008-11-01 | 176.68710782238202 |
| 2008-12-01 | 175.92802672650600 |
| 2009-01-01 | 174.88888756686300 |
| 2009-02-01 | 174.30182047398700 |
| 2009-03-01 | 174.38526918516100 |
| 2009-04-01 | 173.33892565401700 |
| 2009-05-01 | 173.57437687950100 |
| 2009-06-01 | 173.39063786293100 |
| 2009-07-01 | 173.73907253295100 |
| 2009-08-01 | 173.59448397715800 |
| 2009-09-01 | 172.75449966597900 |
| 2009-10-01 | 173.11515477833402 |
| 2009-11-01 | 172.41346703714600 |
| 2009-12-01 | 172.43161008296200 |
| 2010-01-01 | 173.93657933569300 |
| 2010-02-01 | 172.65126257020400 |
| 2010-03-01 | 173.42525884830002 |
| 2010-04-01 | 173.88778878784998 |
| 2010-05-01 | 173.68171715531300 |
| 2010-06-01 | 174.19531552759602 |
| 2010-07-01 | 174.16086392716200 |
| 2010-08-01 | 175.00228150230498 |
| 2010-09-01 | 175.37216899291300 |
| 2010-10-01 | 175.93231449652000 |
| 2010-11-01 | 176.45959593427398 |
| 2010-12-01 | 176.22509414248400 |
| 2011-01-01 | 176.03691175401798 |
| 2011-02-01 | 176.21083537229998 |
| 2011-03-01 | 176.73571391825402 |
| 2011-04-01 | 178.31418229828000 |
| 2011-05-01 | 178.10192974340500 |
| 2011-06-01 | 178.27742436617200 |
| 2011-07-01 | 178.94768659787000 |
| 2011-08-01 | 178.82244563546600 |
| 2011-09-01 | 180.06293878179298 |
| 2011-10-01 | 180.00563756493500 |
| 2011-11-01 | 180.69775292669900 |
| 2011-12-01 | 180.35301673937400 |
| 2012-01-01 | 182.01322824399898 |
| 2012-02-01 | 182.92954875398400 |
| 2012-03-01 | 183.56664389459200 |
| 2012-04-01 | 183.76509469126100 |
| 2012-05-01 | 183.47316697118802 |
| 2012-06-01 | 183.81758777902098 |
| 2012-07-01 | 183.61555947686500 |
| 2012-08-01 | 183.88381382090500 |
| 2012-09-01 | 184.09458485142000 |
| 2012-10-01 | 184.33696425628300 |
| 2012-11-01 | 184.45372545486400 |
| 2012-12-01 | 185.08293186022098 |
| 2013-01-01 | 184.88914784145402 |
| 2013-02-01 | 184.69700723242400 |
| 2013-03-01 | 183.97106407962102 |
| 2013-04-01 | 183.92630886990600 |
| 2013-05-01 | 184.25313135473098 |
| 2013-06-01 | 184.21768317538100 |
| 2013-07-01 | 185.67522654152000 |
| 2013-08-01 | 185.44179185289698 |
| 2013-09-01 | 185.27202770954202 |
| 2013-10-01 | 184.90798234285000 |
| 2013-11-01 | 185.35550000616902 |
| 2013-12-01 | 185.32660184892500 |
| 2014-01-01 | 186.29618024444900 |
| 2014-02-01 | 185.47893476765898 |
| 2014-03-01 | 185.77841578484800 |
| 2014-04-01 | 185.77939434741100 |
| 2014-05-01 | 186.02577674866401 |
| 2014-06-01 | 186.13010581203300 |
| 2014-07-01 | 186.14229318589700 |
| 2014-08-01 | 186.64759319551600 |
| 2014-09-01 | 187.10124106194800 |
| 2014-10-01 | 187.75188020460800 |
| 2014-11-01 | 187.98922921791000 |
| 2014-12-01 | 188.35671236501400 |
| 2015-01-01 | 188.53571644174300 |
| 2015-02-01 | 188.66199707394400 |
| 2015-03-01 | 187.76187514417597 |
| 2015-04-01 | 188.84741469474000 |
| 2015-05-01 | 189.70918910135500 |
| 2015-06-01 | 190.15206105082200 |
| 2015-07-01 | 190.10787701838000 |
| 2015-08-01 | 190.05276161970298 |
| 2015-09-01 | 190.35776698493500 |
| 2015-10-01 | 190.53489918200200 |
| 2015-11-01 | 190.93981898957200 |
| 2015-12-01 | 191.42044905698003 |
| 2016-01-01 | 191.30526504743700 |
| 2016-02-01 | 192.04370538900503 |
| 2016-03-01 | 192.84972941345902 |
| 2016-04-01 | 192.86115417167500 |
| 2016-05-01 | 192.38598566541700 |
| 2016-06-01 | 193.69569755359100 |
| 2016-07-01 | 193.43640482019800 |
| 2016-08-01 | 193.70270404089200 |
| 2016-09-01 | 194.07625128172000 |
| 2016-10-01 | 194.25847136883200 |
| 2016-11-01 | 194.40254332710998 |
| 2016-12-01 | 193.80676002160098 |
| 2017-01-01 | 194.77212729513303 |
| 2017-02-01 | 194.91632430051500 |
| 2017-03-01 | 195.17886998840402 |
| 2017-04-01 | 195.63418539939602 |
| 2017-05-01 | 195.60061242443000 |
| 2017-06-01 | 195.75925534881500 |
| 2017-07-01 | 196.68606255791000 |
| 2017-08-01 | 196.59452524043800 |
| 2017-09-01 | 196.13488235626100 |
| 2017-10-01 | 196.47535085614900 |
| 2017-11-01 | 196.60637517652400 |
| 2017-12-01 | 196.38824502514197 |
| 2018-01-01 | 196.51142749658200 |
| 2018-02-01 | 196.98691614493200 |
| 2018-03-01 | 196.58440498163500 |
| 2018-04-01 | 196.91495163241800 |
| 2018-05-01 | 197.23268105113800 |
| 2018-06-01 | 196.85330787072700 |
| 2018-07-01 | 197.43266754202900 |
| 2018-08-01 | 197.87867223037000 |
| 2018-09-01 | 197.80947535280400 |
| 2018-10-01 | 198.67158108362702 |
| 2018-11-01 | 198.50268289962700 |
| 2018-12-01 | 198.77182215261902 |
| 2019-01-01 | 199.67744427676300 |
| 2019-02-01 | 198.65989737434600 |
| 2019-03-01 | 198.42763429430600 |
| 2019-04-01 | 198.53147907305802 |
| 2019-05-01 | 198.26679815777402 |
| 2019-06-01 | 198.25032139927600 |
| 2019-07-01 | 197.78302720443000 |
| 2019-08-01 | 197.55417544515998 |
| 2019-09-01 | 197.82452178626600 |
| 2019-10-01 | 197.87856623497100 |
| 2019-11-01 | 198.62289220786300 |
| 2019-12-01 | 198.97160179198102 |
| 2020-01-01 | 199.36340878834600 |
| 2020-02-01 | 199.16195742302102 |
| 2020-03-01 | 186.51559900446998 |
| 2020-04-01 | 47.49464271281510 |
| 2020-05-01 | 68.41467582316230 |
| 2020-06-01 | 106.50353839028900 |
| 2020-07-01 | 128.30767087522600 |
| 2020-08-01 | 133.21800736326900 |
| 2020-09-01 | 141.60439019346100 |
| 2020-10-01 | 146.64102918534098 |
| 2020-11-01 | 146.19910508384100 |
| 2020-12-01 | 128.17949372825500 |
| 2021-01-01 | 132.09436255915300 |
| 2021-02-01 | 139.53409626827200 |
| 2021-03-01 | 142.87220782033500 |
| 2021-04-01 | 149.16806633866300 |
| 2021-05-01 | 152.96664494992600 |
| 2021-06-01 | 158.43984842800100 |
| 2021-07-01 | 164.19882194371700 |
| 2021-08-01 | 165.16233435333100 |
| 2021-09-01 | 166.37381031285000 |
| 2021-10-01 | 170.46380703998900 |
| 2021-11-01 | 171.56807512990200 |
| 2021-12-01 | 172.61058940852000 |
| 2022-01-01 | 172.95266799617400 |
| 2022-02-01 | 174.64431461648400 |
| 2022-03-01 | 175.46971473634602 |
| 2022-04-01 | 176.23758211502500 |
| 2022-05-01 | 177.11016349774700 |
| 2022-06-01 | 177.76331039622200 |
| 2022-07-01 | 179.57873256709200 |
| 2022-08-01 | 179.39518865443600 |
| 2022-09-01 | 179.64496650162602 |
| 2022-10-01 | 180.17632408029800 |
| 2022-11-01 | 180.68279022757199 |
| 2022-12-01 | 181.61943813109403 |
| 2023-01-01 | 183.44155959223800 |
| 2023-02-01 | 184.16758998289000 |
| 2023-03-01 | 183.93716171082002 |
| 2023-04-01 | 183.71008852187600 |
| 2023-05-01 | 183.92638743962400 |
| 2023-06-01 | 184.40662031645800 |
| 2023-07-01 | 184.76755492471700 |
| 2023-08-01 | 184.91336788381000 |
| 2023-09-01 | 184.84060812869203 |
| 2023-10-01 | 185.32813184950700 |
| 2023-11-01 | 186.19609125775700 |
| 2023-12-01 | 188.80079443005100 |
| 2024-01-01 | 185.50239200845502 |
| 2024-02-01 | 186.28618489510200 |
| 2024-03-01 | 187.47107276117902 |
| 2024-04-01 | 188.29616566523399 |
| 2024-05-01 | 192.93778607195400 |
| 2024-06-01 | 194.54725421687198 |
| 2024-07-01 | 194.29206238369000 |
| 2024-08-01 | 193.34488642934397 |
| 2024-09-01 | 195.64022194007998 |
