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 2024-10-01 |
| Last Updated | 2024-11-20 4:20 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 | 115.28098732145200 |
| 1990-02-01 | 115.31098774544800 |
| 1990-03-01 | 115.34478576674499 |
| 1990-04-01 | 115.23925522892701 |
| 1990-05-01 | 114.69883335955900 |
| 1990-06-01 | 115.51153633854700 |
| 1990-07-01 | 115.85513455524999 |
| 1990-08-01 | 116.16402809717900 |
| 1990-09-01 | 116.77586904942801 |
| 1990-10-01 | 115.65777799675600 |
| 1990-11-01 | 115.76005538297501 |
| 1990-12-01 | 116.39825804433900 |
| 1991-01-01 | 116.70194161368000 |
| 1991-02-01 | 117.22115994695200 |
| 1991-03-01 | 117.39400443781200 |
| 1991-04-01 | 116.99155049178300 |
| 1991-05-01 | 116.94124357711700 |
| 1991-06-01 | 117.65210292010900 |
| 1991-07-01 | 118.96436172826100 |
| 1991-08-01 | 118.90974898588400 |
| 1991-09-01 | 119.22016771567301 |
| 1991-10-01 | 118.73472229327900 |
| 1991-11-01 | 119.74377667945500 |
| 1991-12-01 | 119.86035029072700 |
| 1992-01-01 | 119.81263526387300 |
| 1992-02-01 | 119.45371262838700 |
| 1992-03-01 | 119.66032015199600 |
| 1992-04-01 | 120.01412778838700 |
| 1992-05-01 | 120.52528489448200 |
| 1992-06-01 | 120.25321276914200 |
| 1992-07-01 | 120.37023704596900 |
| 1992-08-01 | 120.87649635433400 |
| 1992-09-01 | 121.49936377007000 |
| 1992-10-01 | 122.50405887505200 |
| 1992-11-01 | 121.93087035041100 |
| 1992-12-01 | 122.65920419796300 |
| 1993-01-01 | 127.73688636417800 |
| 1993-02-01 | 128.49784490695200 |
| 1993-03-01 | 126.76416599459299 |
| 1993-04-01 | 129.18858845662100 |
| 1993-05-01 | 129.43647393926600 |
| 1993-06-01 | 129.91958026270600 |
| 1993-07-01 | 130.29349033861000 |
| 1993-08-01 | 130.24225251152200 |
| 1993-09-01 | 130.90880347819500 |
| 1993-10-01 | 132.50519186376200 |
| 1993-11-01 | 132.58823037666200 |
| 1993-12-01 | 132.84115886843100 |
| 1994-01-01 | 133.44049229072900 |
| 1994-02-01 | 132.96910086599502 |
| 1994-03-01 | 134.21465535653700 |
| 1994-04-01 | 135.49545973218200 |
| 1994-05-01 | 136.10595351539100 |
| 1994-06-01 | 136.59320561964700 |
| 1994-07-01 | 136.59412581110100 |
| 1994-08-01 | 137.09468436590000 |
| 1994-09-01 | 137.64819206622400 |
| 1994-10-01 | 138.46156222429900 |
| 1994-11-01 | 138.97770405385700 |
| 1994-12-01 | 138.89509340602300 |
| 1995-01-01 | 139.59487743329700 |
| 1995-02-01 | 139.34560830654100 |
| 1995-03-01 | 139.99169843680200 |
| 1995-04-01 | 140.16557214711702 |
| 1995-05-01 | 140.41918182192200 |
| 1995-06-01 | 141.01201991677400 |
| 1995-07-01 | 141.82795615158800 |
| 1995-08-01 | 143.05782244493201 |
| 1995-09-01 | 143.71708460257500 |
| 1995-10-01 | 143.06864319451500 |
| 1995-11-01 | 143.18994534376700 |
| 1995-12-01 | 143.22636751346700 |
| 1996-01-01 | 140.30604170386100 |
| 1996-02-01 | 141.34311188539400 |
| 1996-03-01 | 142.29386144522698 |
| 1996-04-01 | 144.52938291698700 |
| 1996-05-01 | 144.98348299676002 |
| 1996-06-01 | 145.10830878923800 |
| 1996-07-01 | 145.26972046756800 |
| 1996-08-01 | 145.54476479536500 |
| 1996-09-01 | 145.90133792786400 |
| 1996-10-01 | 146.00249525061500 |
| 1996-11-01 | 146.20122686597900 |
| 1996-12-01 | 146.93987204457100 |
| 1997-01-01 | 147.27377299080098 |
| 1997-02-01 | 147.53592606037700 |
| 1997-03-01 | 146.89572012938100 |
| 1997-04-01 | 147.21063881375200 |
| 1997-05-01 | 147.37755622029200 |
| 1997-06-01 | 148.03952962546200 |
| 1997-07-01 | 148.68334562596700 |
| 1997-08-01 | 150.31391536542600 |
| 1997-09-01 | 151.10392654075702 |
| 1997-10-01 | 149.53886433465200 |
| 1997-11-01 | 149.79627132135000 |
| 1997-12-01 | 149.91843976057300 |
| 1998-01-01 | 151.64166777061600 |
| 1998-02-01 | 151.63547009544700 |
| 1998-03-01 | 151.63520915573798 |
| 1998-04-01 | 151.22345801036200 |
| 1998-05-01 | 152.03969071492000 |
| 1998-06-01 | 152.05032723707100 |
| 1998-07-01 | 152.71851767073300 |
| 1998-08-01 | 152.59576721694300 |
| 1998-09-01 | 153.60134580640800 |
| 1998-10-01 | 155.26938768726802 |
| 1998-11-01 | 154.95656376392300 |
| 1998-12-01 | 154.99852934746300 |
| 1999-01-01 | 154.48902028638600 |
| 1999-02-01 | 155.10411506952400 |
| 1999-03-01 | 155.76284626745900 |
| 1999-04-01 | 155.69199658410201 |
| 1999-05-01 | 155.51784168121100 |
| 1999-06-01 | 156.26295754255600 |
| 1999-07-01 | 156.99345072042100 |
| 1999-08-01 | 157.35591472043100 |
| 1999-09-01 | 156.54928237781500 |
| 1999-10-01 | 158.66832898741600 |
| 1999-11-01 | 158.83892586031900 |
| 1999-12-01 | 159.82159454400400 |
| 2000-01-01 | 156.68323029598400 |
| 2000-02-01 | 156.39869581029600 |
| 2000-03-01 | 156.90471599281000 |
| 2000-04-01 | 156.63240772261298 |
| 2000-05-01 | 156.17637200709200 |
| 2000-06-01 | 156.33434886679600 |
| 2000-07-01 | 156.02354822745100 |
| 2000-08-01 | 155.69404692071600 |
| 2000-09-01 | 155.82875887784598 |
| 2000-10-01 | 156.11571499956600 |
| 2000-11-01 | 156.43685453660000 |
| 2000-12-01 | 157.07321095973200 |
| 2001-01-01 | 156.70076284857000 |
| 2001-02-01 | 157.41518709779400 |
| 2001-03-01 | 157.68016184198402 |
| 2001-04-01 | 157.42846465028800 |
| 2001-05-01 | 158.14296515231400 |
| 2001-06-01 | 158.89232201418700 |
| 2001-07-01 | 158.81357744020200 |
| 2001-08-01 | 159.01309314420800 |
| 2001-09-01 | 158.14285944939000 |
| 2001-10-01 | 159.01999781554400 |
| 2001-11-01 | 160.33416521437700 |
| 2001-12-01 | 161.36946710638800 |
| 2002-01-01 | 162.22133183390700 |
| 2002-02-01 | 163.05570999486900 |
| 2002-03-01 | 163.13723337113500 |
| 2002-04-01 | 164.91481837609600 |
| 2002-05-01 | 165.47340215799500 |
| 2002-06-01 | 164.99074086000300 |
| 2002-07-01 | 165.61726709718800 |
| 2002-08-01 | 166.32711112484898 |
| 2002-09-01 | 167.14482300503600 |
| 2002-10-01 | 167.03306240939700 |
| 2002-11-01 | 167.50907009682500 |
| 2002-12-01 | 167.20489461077700 |
| 2003-01-01 | 167.57377291802200 |
| 2003-02-01 | 167.27552367108800 |
| 2003-03-01 | 166.96708511504000 |
| 2003-04-01 | 167.97589763747700 |
| 2003-05-01 | 168.32694553576300 |
| 2003-06-01 | 169.22876742481800 |
| 2003-07-01 | 169.55282227740800 |
| 2003-08-01 | 169.95519068963400 |
| 2003-09-01 | 170.37506913732702 |
| 2003-10-01 | 171.27495924831600 |
| 2003-11-01 | 171.48031862264400 |
| 2003-12-01 | 171.96617254874900 |
| 2004-01-01 | 172.17930856096000 |
| 2004-02-01 | 171.68160652616300 |
| 2004-03-01 | 171.94684454829800 |
| 2004-04-01 | 171.31608538444098 |
| 2004-05-01 | 171.46911253149500 |
| 2004-06-01 | 170.82375341205100 |
| 2004-07-01 | 172.22404521179600 |
| 2004-08-01 | 173.38084214519500 |
| 2004-09-01 | 173.65899053772500 |
| 2004-10-01 | 174.26270724540600 |
| 2004-11-01 | 174.18613406920898 |
| 2004-12-01 | 173.77792966154598 |
| 2005-01-01 | 173.94795653853700 |
| 2005-02-01 | 174.95100625222800 |
| 2005-03-01 | 175.17277584254200 |
| 2005-04-01 | 176.10098966363202 |
| 2005-05-01 | 175.99025477617099 |
| 2005-06-01 | 176.26019284794300 |
| 2005-07-01 | 176.06656036907800 |
| 2005-08-01 | 176.09395376179100 |
| 2005-09-01 | 175.34662418216300 |
| 2005-10-01 | 173.63211087165698 |
| 2005-11-01 | 174.06488441319400 |
| 2005-12-01 | 174.24121108610200 |
| 2006-01-01 | 174.42776951614800 |
| 2006-02-01 | 175.21237792209098 |
| 2006-03-01 | 175.70320819789600 |
| 2006-04-01 | 176.24002525514098 |
| 2006-05-01 | 175.41656932593497 |
| 2006-06-01 | 175.38984517199200 |
| 2006-07-01 | 175.78675743770900 |
| 2006-08-01 | 175.74532451658300 |
| 2006-09-01 | 175.93370516151700 |
| 2006-10-01 | 176.26913983283500 |
| 2006-11-01 | 177.74336085953900 |
| 2006-12-01 | 178.88025900243800 |
| 2007-01-01 | 179.45005761927600 |
| 2007-02-01 | 179.47749357682900 |
| 2007-03-01 | 179.85599974200600 |
| 2007-04-01 | 180.60517089581100 |
| 2007-05-01 | 180.77479588299600 |
| 2007-06-01 | 180.78972811381698 |
| 2007-07-01 | 180.24831644633100 |
| 2007-08-01 | 179.89379199774700 |
| 2007-09-01 | 179.47555542929500 |
| 2007-10-01 | 180.43900625598700 |
| 2007-11-01 | 181.83855899696500 |
| 2007-12-01 | 181.50279145735803 |
| 2008-01-01 | 181.33770742464000 |
| 2008-02-01 | 181.40709258140598 |
| 2008-03-01 | 179.77009180480098 |
| 2008-04-01 | 179.96647398281502 |
| 2008-05-01 | 180.28686232698000 |
| 2008-06-01 | 179.78225270557598 |
| 2008-07-01 | 179.95195721761300 |
| 2008-08-01 | 179.35790916458302 |
| 2008-09-01 | 178.97342415454202 |
| 2008-10-01 | 178.28642212506300 |
| 2008-11-01 | 176.68710759258000 |
| 2008-12-01 | 175.92802788940898 |
| 2009-01-01 | 174.88889344267898 |
| 2009-02-01 | 174.30183105430902 |
| 2009-03-01 | 174.38527309648103 |
| 2009-04-01 | 173.33892297469400 |
| 2009-05-01 | 173.57437332728200 |
| 2009-06-01 | 173.39063123082198 |
| 2009-07-01 | 173.73906530833400 |
| 2009-08-01 | 173.59447827474400 |
| 2009-09-01 | 172.75449540536098 |
| 2009-10-01 | 173.11515235943800 |
| 2009-11-01 | 172.41346785917702 |
| 2009-12-01 | 172.43161215444198 |
| 2010-01-01 | 173.93659588233600 |
| 2010-02-01 | 172.65128238651698 |
| 2010-03-01 | 173.42527047227000 |
| 2010-04-01 | 173.88779359861698 |
| 2010-05-01 | 173.68172442985198 |
| 2010-06-01 | 174.19527141114300 |
| 2010-07-01 | 174.16084583320202 |
| 2010-08-01 | 175.00227240073897 |
| 2010-09-01 | 175.37215337183102 |
| 2010-10-01 | 175.93229963253800 |
| 2010-11-01 | 176.45958979654998 |
| 2010-12-01 | 176.22509454988602 |
| 2011-01-01 | 176.03700175421199 |
| 2011-02-01 | 176.21087538745700 |
| 2011-03-01 | 176.73574295666500 |
| 2011-04-01 | 178.31419577084100 |
| 2011-05-01 | 178.10193496225000 |
| 2011-06-01 | 178.27732137643900 |
| 2011-07-01 | 178.94763648978100 |
| 2011-08-01 | 178.82241406009200 |
| 2011-09-01 | 180.06288576514000 |
| 2011-10-01 | 180.00558673650002 |
| 2011-11-01 | 180.69773437161098 |
| 2011-12-01 | 180.35303849465302 |
| 2012-01-01 | 182.01344215120300 |
| 2012-02-01 | 182.92967467555098 |
| 2012-03-01 | 183.56678519122002 |
| 2012-04-01 | 183.76511986499500 |
| 2012-05-01 | 183.47314853393001 |
| 2012-06-01 | 183.81735672916600 |
| 2012-07-01 | 183.61537706699102 |
| 2012-08-01 | 183.88367054940102 |
| 2012-09-01 | 184.09446220828900 |
| 2012-10-01 | 184.33687244071098 |
| 2012-11-01 | 184.45368204994000 |
| 2012-12-01 | 185.08294190482500 |
| 2013-01-01 | 184.88983547557999 |
| 2013-02-01 | 184.69715510686700 |
| 2013-03-01 | 183.97151816392798 |
| 2013-04-01 | 183.92641682730400 |
| 2013-05-01 | 184.25300563295000 |
| 2013-06-01 | 184.21701456567300 |
| 2013-07-01 | 185.67483890423400 |
| 2013-08-01 | 185.44145092661202 |
| 2013-09-01 | 185.27179292223400 |
| 2013-10-01 | 184.90785907272900 |
| 2013-11-01 | 185.35543642360200 |
| 2013-12-01 | 185.32688988860198 |
| 2014-01-01 | 186.29729965874900 |
| 2014-02-01 | 185.47920491261800 |
| 2014-03-01 | 185.77920751358602 |
| 2014-04-01 | 185.77963535031200 |
| 2014-05-01 | 186.02575864371000 |
| 2014-06-01 | 186.12946513166400 |
| 2014-07-01 | 186.13991579854500 |
| 2014-08-01 | 186.64760191757500 |
| 2014-09-01 | 187.10092206689800 |
| 2014-10-01 | 187.75186110712397 |
| 2014-11-01 | 187.98921987779800 |
| 2014-12-01 | 188.35745168567100 |
| 2015-01-01 | 188.53741010499198 |
| 2015-02-01 | 188.66250611426300 |
| 2015-03-01 | 187.76311649934200 |
| 2015-04-01 | 188.84789426215100 |
| 2015-05-01 | 189.70918833144300 |
| 2015-06-01 | 190.15099250981700 |
| 2015-07-01 | 190.10306880027300 |
| 2015-08-01 | 190.05275180852600 |
| 2015-09-01 | 190.35726967164600 |
| 2015-10-01 | 190.53524095570597 |
| 2015-11-01 | 190.94036245830800 |
| 2015-12-01 | 191.42219379757500 |
| 2016-01-01 | 191.30764896707600 |
| 2016-02-01 | 192.04491678413500 |
| 2016-03-01 | 192.85151347526102 |
| 2016-04-01 | 192.86183737299197 |
| 2016-05-01 | 192.38569312152400 |
| 2016-06-01 | 193.69360914909000 |
| 2016-07-01 | 193.42800286649800 |
| 2016-08-01 | 193.70177858600500 |
| 2016-09-01 | 194.07545656055100 |
| 2016-10-01 | 194.25986640679298 |
| 2016-11-01 | 194.40477675841000 |
| 2016-12-01 | 193.81026994253898 |
| 2017-01-01 | 194.77590131182900 |
| 2017-02-01 | 194.91868147250100 |
| 2017-03-01 | 195.18166696168900 |
| 2017-04-01 | 195.63514443436800 |
| 2017-05-01 | 195.59925533961200 |
| 2017-06-01 | 195.75453721694200 |
| 2017-07-01 | 196.67382356742100 |
| 2017-08-01 | 196.58865935477002 |
| 2017-09-01 | 196.13251984412202 |
| 2017-10-01 | 196.48189819280498 |
| 2017-11-01 | 196.61281570091302 |
| 2017-12-01 | 196.39467674349098 |
| 2018-01-01 | 196.51668790153198 |
| 2018-02-01 | 196.99054355584600 |
| 2018-03-01 | 196.58794971809900 |
| 2018-04-01 | 196.91588539117000 |
| 2018-05-01 | 197.22940810563500 |
| 2018-06-01 | 196.84492041283002 |
| 2018-07-01 | 197.41486159263800 |
| 2018-08-01 | 197.86574833534098 |
| 2018-09-01 | 197.80223140253300 |
| 2018-10-01 | 198.68879554259300 |
| 2018-11-01 | 198.51789322477100 |
| 2018-12-01 | 198.78463568951000 |
| 2019-01-01 | 199.67901989046400 |
| 2019-02-01 | 198.66697595613000 |
| 2019-03-01 | 198.43255192779898 |
| 2019-04-01 | 198.53189363604300 |
| 2019-05-01 | 198.25994688142700 |
| 2019-06-01 | 198.23548680647700 |
| 2019-07-01 | 197.75363086487700 |
| 2019-08-01 | 197.53208794179199 |
| 2019-09-01 | 197.81241193696098 |
| 2019-10-01 | 197.90799475404000 |
| 2019-11-01 | 198.66041477099800 |
| 2019-12-01 | 198.99371598126498 |
| 2020-01-01 | 199.35978521484200 |
| 2020-02-01 | 199.17228718086000 |
| 2020-03-01 | 186.52224454553902 |
| 2020-04-01 | 47.49308428819040 |
| 2020-05-01 | 68.40023223270810 |
| 2020-06-01 | 106.47545504282101 |
| 2020-07-01 | 128.26003130177202 |
| 2020-08-01 | 133.18460648401302 |
| 2020-09-01 | 141.58769042202601 |
| 2020-10-01 | 146.68131422277000 |
| 2020-11-01 | 146.28115976827000 |
| 2020-12-01 | 128.21684580792498 |
| 2021-01-01 | 132.08553066071600 |
| 2021-02-01 | 139.54150726815400 |
| 2021-03-01 | 142.88564089861200 |
| 2021-04-01 | 149.16438999343399 |
| 2021-05-01 | 152.93949313263800 |
| 2021-06-01 | 158.39207424771700 |
| 2021-07-01 | 164.11441084909200 |
| 2021-08-01 | 165.11211343853500 |
| 2021-09-01 | 166.34232360814800 |
| 2021-10-01 | 170.54308891664300 |
| 2021-11-01 | 171.70737738378202 |
| 2021-12-01 | 172.66703437096803 |
| 2022-01-01 | 172.94556307725202 |
| 2022-02-01 | 174.64528291988097 |
| 2022-03-01 | 175.48505973145302 |
| 2022-04-01 | 176.22733233147300 |
| 2022-05-01 | 177.06688313507303 |
| 2022-06-01 | 177.69092122355000 |
| 2022-07-01 | 179.45503355120098 |
| 2022-08-01 | 179.32369712488300 |
| 2022-09-01 | 179.60852525191000 |
| 2022-10-01 | 180.29260147404702 |
| 2022-11-01 | 180.87944489529500 |
| 2022-12-01 | 181.69694929951900 |
| 2023-01-01 | 183.43657107015500 |
| 2023-02-01 | 184.16101695443402 |
| 2023-03-01 | 183.95466725582600 |
| 2023-04-01 | 183.69342414547900 |
| 2023-05-01 | 183.86800073104402 |
| 2023-06-01 | 184.31213656013700 |
| 2023-07-01 | 184.60291176971600 |
| 2023-08-01 | 184.82207719482602 |
| 2023-09-01 | 184.80236061831602 |
| 2023-10-01 | 185.48362413607900 |
| 2023-11-01 | 186.43685398315398 |
| 2023-12-01 | 188.89454888716500 |
| 2024-01-01 | 185.50378580583902 |
| 2024-02-01 | 186.27461028607100 |
| 2024-03-01 | 187.48577961565600 |
| 2024-04-01 | 188.27238972505300 |
| 2024-05-01 | 192.86798180775003 |
| 2024-06-01 | 194.43510553821000 |
| 2024-07-01 | 194.10425318519100 |
| 2024-08-01 | 193.23818442495400 |
| 2024-09-01 | 194.91316177466098 |
| 2024-10-01 | 194.73557737132000 |
