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 2026-07-01 |
| Last Updated | 2026-08-21 6:44 PM 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 | 115.2817581413300 |
| 1990-02-01 | 115.3114509839630 |
| 1990-03-01 | 115.3427380649470 |
| 1990-04-01 | 115.2392576520380 |
| 1990-05-01 | 114.7010333768580 |
| 1990-06-01 | 115.5115655429140 |
| 1990-07-01 | 115.8550686340510 |
| 1990-08-01 | 116.1640150260860 |
| 1990-09-01 | 116.7758323197130 |
| 1990-10-01 | 115.6569395573380 |
| 1990-11-01 | 115.7598114669130 |
| 1990-12-01 | 116.3979553728820 |
| 1991-01-01 | 116.7027430127300 |
| 1991-02-01 | 117.2218862098160 |
| 1991-03-01 | 117.3916334295630 |
| 1991-04-01 | 116.9917511566870 |
| 1991-05-01 | 116.9433387081310 |
| 1991-06-01 | 117.6522129906950 |
| 1991-07-01 | 118.9643280909910 |
| 1991-08-01 | 118.9097196948070 |
| 1991-09-01 | 119.2200639597000 |
| 1991-10-01 | 118.7338443272040 |
| 1991-11-01 | 119.7434291339000 |
| 1991-12-01 | 119.8599756915810 |
| 1992-01-01 | 119.8134011258210 |
| 1992-02-01 | 119.4547521693610 |
| 1992-03-01 | 119.6577619590880 |
| 1992-04-01 | 120.0146761700320 |
| 1992-05-01 | 120.5271168192770 |
| 1992-06-01 | 120.2535421576970 |
| 1992-07-01 | 120.3704218393630 |
| 1992-08-01 | 120.8762021806950 |
| 1992-09-01 | 121.4991972958990 |
| 1992-10-01 | 122.5031926439230 |
| 1992-11-01 | 121.9303681109810 |
| 1992-12-01 | 122.6585344125940 |
| 1993-01-01 | 127.7370513064870 |
| 1993-02-01 | 128.4994568025530 |
| 1993-03-01 | 126.7621801913210 |
| 1993-04-01 | 129.1894112603800 |
| 1993-05-01 | 129.4379255765730 |
| 1993-06-01 | 129.9201575065030 |
| 1993-07-01 | 130.2938846223330 |
| 1993-08-01 | 130.2416008648270 |
| 1993-09-01 | 130.9085354704110 |
| 1993-10-01 | 132.5043915754190 |
| 1993-11-01 | 132.5875002920120 |
| 1993-12-01 | 132.8401049666370 |
| 1994-01-01 | 133.4401253427720 |
| 1994-02-01 | 132.9712675368800 |
| 1994-03-01 | 134.2131562572190 |
| 1994-04-01 | 135.4966666206100 |
| 1994-05-01 | 136.1071585296640 |
| 1994-06-01 | 136.5939429254500 |
| 1994-07-01 | 136.5946637649340 |
| 1994-08-01 | 137.0936985891320 |
| 1994-09-01 | 137.6478431676680 |
| 1994-10-01 | 138.4608750043880 |
| 1994-11-01 | 138.9769015210530 |
| 1994-12-01 | 138.8938783874150 |
| 1995-01-01 | 139.5934313480310 |
| 1995-02-01 | 139.3481186522080 |
| 1995-03-01 | 139.9913255391450 |
| 1995-04-01 | 140.1668036548560 |
| 1995-05-01 | 140.4201667843260 |
| 1995-06-01 | 141.0127392653590 |
| 1995-07-01 | 141.8284311666920 |
| 1995-08-01 | 143.0568166729050 |
| 1995-09-01 | 143.7167207003920 |
| 1995-10-01 | 143.0680669700360 |
| 1995-11-01 | 143.1892439236820 |
| 1995-12-01 | 143.2252793382500 |
| 1996-01-01 | 140.3039314872090 |
| 1996-02-01 | 141.3453105757150 |
| 1996-03-01 | 142.2943211808310 |
| 1996-04-01 | 144.5304475050390 |
| 1996-05-01 | 144.9843349223710 |
| 1996-06-01 | 145.1088728285680 |
| 1996-07-01 | 145.2701039751430 |
| 1996-08-01 | 145.5438550065990 |
| 1996-09-01 | 145.9010916601680 |
| 1996-10-01 | 146.0021220310960 |
| 1996-11-01 | 146.2009433404450 |
| 1996-12-01 | 146.9393779008380 |
| 1997-01-01 | 147.2707540653090 |
| 1997-02-01 | 147.5375839082010 |
| 1997-03-01 | 146.8967675219680 |
| 1997-04-01 | 147.2113265427440 |
| 1997-05-01 | 147.3781481160370 |
| 1997-06-01 | 148.0398937563100 |
| 1997-07-01 | 148.6835483236790 |
| 1997-08-01 | 150.3134127909470 |
| 1997-09-01 | 151.1038776022420 |
| 1997-10-01 | 149.5386999102620 |
| 1997-11-01 | 149.7964330165270 |
| 1997-12-01 | 149.9186006692900 |
| 1998-01-01 | 151.6387378451630 |
| 1998-02-01 | 151.6362434299480 |
| 1998-03-01 | 151.6358093129290 |
| 1998-04-01 | 151.2238699146570 |
| 1998-05-01 | 152.0400854953680 |
| 1998-06-01 | 152.0504756151190 |
| 1998-07-01 | 152.7186149965400 |
| 1998-08-01 | 152.5957107189980 |
| 1998-09-01 | 153.6015014176340 |
| 1998-10-01 | 155.2694896034540 |
| 1998-11-01 | 154.9571603882620 |
| 1998-12-01 | 154.9993726886980 |
| 1999-01-01 | 154.4861989044710 |
| 1999-02-01 | 155.1041279219460 |
| 1999-03-01 | 155.7629676283970 |
| 1999-04-01 | 155.6920652209960 |
| 1999-05-01 | 155.5180080837720 |
| 1999-06-01 | 156.2629878013420 |
| 1999-07-01 | 156.9934836362960 |
| 1999-08-01 | 157.3562734639260 |
| 1999-09-01 | 156.5495893787700 |
| 1999-10-01 | 158.6685869830880 |
| 1999-11-01 | 158.8397029979690 |
| 1999-12-01 | 159.8226717461110 |
| 2000-01-01 | 156.6812049906270 |
| 2000-02-01 | 156.3980411351740 |
| 2000-03-01 | 156.9043894949440 |
| 2000-04-01 | 156.6322240262070 |
| 2000-05-01 | 156.1763946459260 |
| 2000-06-01 | 156.3343434514920 |
| 2000-07-01 | 156.0236627551790 |
| 2000-08-01 | 155.6944380381640 |
| 2000-09-01 | 155.8291172540080 |
| 2000-10-01 | 156.1161312430780 |
| 2000-11-01 | 156.4376288333920 |
| 2000-12-01 | 157.0742672510820 |
| 2001-01-01 | 156.6991962436880 |
| 2001-02-01 | 157.4144415398890 |
| 2001-03-01 | 157.6797052085880 |
| 2001-04-01 | 157.4281738809800 |
| 2001-05-01 | 158.1429015097420 |
| 2001-06-01 | 158.8923599526220 |
| 2001-07-01 | 158.8137274202710 |
| 2001-08-01 | 159.0133992356270 |
| 2001-09-01 | 158.1431665358680 |
| 2001-10-01 | 159.0204254447240 |
| 2001-11-01 | 160.3347021203730 |
| 2001-12-01 | 161.3701265128380 |
| 2002-01-01 | 162.2205267754290 |
| 2002-02-01 | 163.0550848165120 |
| 2002-03-01 | 163.1367700003520 |
| 2002-04-01 | 164.9145688387080 |
| 2002-05-01 | 165.4733407595640 |
| 2002-06-01 | 164.9907871231790 |
| 2002-07-01 | 165.6174068881190 |
| 2002-08-01 | 166.3272862798050 |
| 2002-09-01 | 167.1450136921150 |
| 2002-10-01 | 167.0334370767310 |
| 2002-11-01 | 167.5093594830090 |
| 2002-12-01 | 167.2052299050490 |
| 2003-01-01 | 167.5733570539090 |
| 2003-02-01 | 167.2751658216790 |
| 2003-03-01 | 166.9667775467520 |
| 2003-04-01 | 167.9757364828610 |
| 2003-05-01 | 168.3268932320330 |
| 2003-06-01 | 169.2288358417990 |
| 2003-07-01 | 169.5529117396820 |
| 2003-08-01 | 169.9552800048230 |
| 2003-09-01 | 170.3751627611240 |
| 2003-10-01 | 171.2752079815950 |
| 2003-11-01 | 171.4804047688530 |
| 2003-12-01 | 171.9661917435600 |
| 2004-01-01 | 172.1792581417320 |
| 2004-02-01 | 171.6814877571290 |
| 2004-03-01 | 171.9466315839080 |
| 2004-04-01 | 171.3160103664160 |
| 2004-05-01 | 171.4690942875020 |
| 2004-06-01 | 170.8237942788520 |
| 2004-07-01 | 172.2240760711970 |
| 2004-08-01 | 173.3808765817940 |
| 2004-09-01 | 173.6590156632400 |
| 2004-10-01 | 174.2628623987010 |
| 2004-11-01 | 174.1861450813620 |
| 2004-12-01 | 173.7779256096160 |
| 2005-01-01 | 173.9479458309250 |
| 2005-02-01 | 174.9509701014030 |
| 2005-03-01 | 175.1726580080820 |
| 2005-04-01 | 176.1009675828960 |
| 2005-05-01 | 175.9902495455350 |
| 2005-06-01 | 176.2602233026510 |
| 2005-07-01 | 176.0665660559370 |
| 2005-08-01 | 176.0939605357720 |
| 2005-09-01 | 175.3466241195490 |
| 2005-10-01 | 173.6322126334340 |
| 2005-11-01 | 174.0648693939520 |
| 2005-12-01 | 174.2412008416820 |
| 2006-01-01 | 174.4277745089330 |
| 2006-02-01 | 175.2123697891650 |
| 2006-03-01 | 175.7031329707480 |
| 2006-04-01 | 176.2400279272200 |
| 2006-05-01 | 175.4165718124510 |
| 2006-06-01 | 175.3898491810360 |
| 2006-07-01 | 175.7867587583480 |
| 2006-08-01 | 175.7453280702300 |
| 2006-09-01 | 175.9337015467320 |
| 2006-10-01 | 176.2692180255160 |
| 2006-11-01 | 177.7433476618280 |
| 2006-12-01 | 178.8802526372500 |
| 2007-01-01 | 179.4500499225180 |
| 2007-02-01 | 179.4774735756330 |
| 2007-03-01 | 179.8559764959240 |
| 2007-04-01 | 180.6051682211740 |
| 2007-05-01 | 180.7747936197320 |
| 2007-06-01 | 180.7897307043330 |
| 2007-07-01 | 180.2483194575570 |
| 2007-08-01 | 179.8937972808240 |
| 2007-09-01 | 179.4755567848100 |
| 2007-10-01 | 180.4390611984540 |
| 2007-11-01 | 181.8385495101830 |
| 2007-12-01 | 181.5027868125850 |
| 2008-01-01 | 181.3376891692010 |
| 2008-02-01 | 181.4070693797880 |
| 2008-03-01 | 179.7700714587180 |
| 2008-04-01 | 179.9664777304600 |
| 2008-05-01 | 180.2868620022870 |
| 2008-06-01 | 179.7822604996370 |
| 2008-07-01 | 179.9519705781190 |
| 2008-08-01 | 179.3579269178540 |
| 2008-09-01 | 178.9734389150570 |
| 2008-10-01 | 178.2864594079710 |
| 2008-11-01 | 176.6871014568570 |
| 2008-12-01 | 175.9280090180910 |
| 2009-01-01 | 174.8888501019570 |
| 2009-02-01 | 174.3017879759510 |
| 2009-03-01 | 174.3852427342740 |
| 2009-04-01 | 173.3389266605620 |
| 2009-05-01 | 173.5743843193840 |
| 2009-06-01 | 173.3906639982840 |
| 2009-07-01 | 173.7391109395820 |
| 2009-08-01 | 173.5945230481690 |
| 2009-09-01 | 172.7545341241080 |
| 2009-10-01 | 173.1151869950170 |
| 2009-11-01 | 172.4134640778890 |
| 2009-12-01 | 172.4315443720870 |
| 2010-01-01 | 173.9365067079630 |
| 2010-02-01 | 172.6511949621040 |
| 2010-03-01 | 173.4252140201550 |
| 2010-04-01 | 173.8877761321050 |
| 2010-05-01 | 173.6817003393080 |
| 2010-06-01 | 174.1953968409640 |
| 2010-07-01 | 174.1610373722760 |
| 2010-08-01 | 175.0023249000420 |
| 2010-09-01 | 175.3722211127090 |
| 2010-10-01 | 175.9323630612870 |
| 2010-11-01 | 176.4596250926430 |
| 2010-12-01 | 176.2250246995160 |
| 2011-01-01 | 176.0365385029670 |
| 2011-02-01 | 176.2107804976260 |
| 2011-03-01 | 176.7356732174350 |
| 2011-04-01 | 178.3141605573770 |
| 2011-05-01 | 178.1019018002150 |
| 2011-06-01 | 178.2775914830330 |
| 2011-07-01 | 178.9480248759330 |
| 2011-08-01 | 178.8225276485860 |
| 2011-09-01 | 180.0630550349310 |
| 2011-10-01 | 180.0057345197540 |
| 2011-11-01 | 180.6977840077990 |
| 2011-12-01 | 180.3528795483440 |
| 2012-01-01 | 182.0124722131190 |
| 2012-02-01 | 182.9294513799670 |
| 2012-03-01 | 183.5665633003300 |
| 2012-04-01 | 183.7651022621570 |
| 2012-05-01 | 183.4731679102560 |
| 2012-06-01 | 183.8178835250890 |
| 2012-07-01 | 183.6161233640040 |
| 2012-08-01 | 183.8840097189380 |
| 2012-09-01 | 184.0947891134720 |
| 2012-10-01 | 184.3370963532400 |
| 2012-11-01 | 184.4537281775230 |
| 2012-12-01 | 185.0828068599830 |
| 2013-01-01 | 184.8875714558100 |
| 2013-02-01 | 184.6970974201800 |
| 2013-03-01 | 183.9708716770980 |
| 2013-04-01 | 183.9263402076490 |
| 2013-05-01 | 184.2536445260140 |
| 2013-06-01 | 184.2175233329870 |
| 2013-07-01 | 185.6759966513960 |
| 2013-08-01 | 185.4422184820740 |
| 2013-09-01 | 185.2724635449320 |
| 2013-10-01 | 184.9083513124590 |
| 2013-11-01 | 185.3557961202660 |
| 2013-12-01 | 185.3254072417730 |
| 2014-01-01 | 186.2943285745390 |
| 2014-02-01 | 185.4793320181890 |
| 2014-03-01 | 185.7781983837840 |
| 2014-04-01 | 185.7793947720400 |
| 2014-05-01 | 186.0265292543150 |
| 2014-06-01 | 186.1289266151990 |
| 2014-07-01 | 186.1441569672450 |
| 2014-08-01 | 186.6479081090320 |
| 2014-09-01 | 187.1019760710210 |
| 2014-10-01 | 187.7525564255420 |
| 2014-11-01 | 187.9897325183080 |
| 2014-12-01 | 188.3542930390110 |
| 2015-01-01 | 188.5336230413740 |
| 2015-02-01 | 188.6631498494930 |
| 2015-03-01 | 187.7619190372280 |
| 2015-04-01 | 188.8478016033600 |
| 2015-05-01 | 189.7108242048430 |
| 2015-06-01 | 190.1468767238790 |
| 2015-07-01 | 190.1113974135310 |
| 2015-08-01 | 190.0534121564060 |
| 2015-09-01 | 190.3587479256100 |
| 2015-10-01 | 190.5376482514930 |
| 2015-11-01 | 190.9393551316900 |
| 2015-12-01 | 191.4153690787940 |
| 2016-01-01 | 191.3025069989680 |
| 2016-02-01 | 192.0463975210940 |
| 2016-03-01 | 192.8517685875740 |
| 2016-04-01 | 192.8631987215200 |
| 2016-05-01 | 192.3881318508690 |
| 2016-06-01 | 193.6859382057800 |
| 2016-07-01 | 193.4401111087990 |
| 2016-08-01 | 193.7033328625960 |
| 2016-09-01 | 194.0780459596230 |
| 2016-10-01 | 194.2631244132320 |
| 2016-11-01 | 194.4001701097100 |
| 2016-12-01 | 193.7993485995270 |
| 2017-01-01 | 194.7670604857480 |
| 2017-02-01 | 194.9188368292930 |
| 2017-03-01 | 195.1876864443190 |
| 2017-04-01 | 195.6467358188080 |
| 2017-05-01 | 195.5946088871770 |
| 2017-06-01 | 195.7437249902620 |
| 2017-07-01 | 196.6929349284140 |
| 2017-08-01 | 196.5898162374650 |
| 2017-09-01 | 196.1354170631500 |
| 2017-10-01 | 196.4916362388120 |
| 2017-11-01 | 196.6090375684160 |
| 2017-12-01 | 196.3573995075160 |
| 2018-01-01 | 196.4983177795800 |
| 2018-02-01 | 196.9974238383250 |
| 2018-03-01 | 196.6094713805610 |
| 2018-04-01 | 196.9489342640300 |
| 2018-05-01 | 197.2063570026790 |
| 2018-06-01 | 196.8321850081110 |
| 2018-07-01 | 197.4436649371750 |
| 2018-08-01 | 197.8668416255490 |
| 2018-09-01 | 197.8041320099280 |
| 2018-10-01 | 198.7071113304470 |
| 2018-11-01 | 198.5113072422680 |
| 2018-12-01 | 198.7121196599750 |
| 2019-01-01 | 199.6512086376220 |
| 2019-02-01 | 198.6803603573230 |
| 2019-03-01 | 198.4694824134330 |
| 2019-04-01 | 198.5883592865690 |
| 2019-05-01 | 198.2190084534050 |
| 2019-06-01 | 198.2228517796330 |
| 2019-07-01 | 197.8005060939930 |
| 2019-08-01 | 197.5400261061570 |
| 2019-09-01 | 197.8179114950200 |
| 2019-10-01 | 197.9411555894410 |
| 2019-11-01 | 198.6607135114740 |
| 2019-12-01 | 198.8317547915160 |
| 2020-01-01 | 199.2956387470140 |
| 2020-02-01 | 199.2176004916730 |
| 2020-03-01 | 186.5850917937260 |
| 2020-04-01 | 47.5817268761712 |
| 2020-05-01 | 68.3556779005915 |
| 2020-06-01 | 106.4566035138300 |
| 2020-07-01 | 128.3395876100900 |
| 2020-08-01 | 133.2111825536160 |
| 2020-09-01 | 141.5761017972240 |
| 2020-10-01 | 146.7247532430590 |
| 2020-11-01 | 146.2923565295250 |
| 2020-12-01 | 127.9231825545110 |
| 2021-01-01 | 131.9949417035520 |
| 2021-02-01 | 139.6040961467480 |
| 2021-03-01 | 142.9782762537070 |
| 2021-04-01 | 149.3487151411880 |
| 2021-05-01 | 152.8857728914660 |
| 2021-06-01 | 158.3440117315750 |
| 2021-07-01 | 164.2514533709510 |
| 2021-08-01 | 165.1716998654460 |
| 2021-09-01 | 166.3072241878180 |
| 2021-10-01 | 170.5583526397820 |
| 2021-11-01 | 171.7226396318790 |
| 2021-12-01 | 172.1802119886360 |
| 2022-01-01 | 172.7871221010650 |
| 2022-02-01 | 174.8111389725650 |
| 2022-03-01 | 175.6654165433900 |
| 2022-04-01 | 176.5491588360050 |
| 2022-05-01 | 177.0024708521360 |
| 2022-06-01 | 177.6082830908450 |
| 2022-07-01 | 179.6445621046620 |
| 2022-08-01 | 179.3653455451210 |
| 2022-09-01 | 179.4900203580500 |
| 2022-10-01 | 180.2139802332080 |
| 2022-11-01 | 180.9112633888380 |
| 2022-12-01 | 181.0389891001940 |
| 2023-01-01 | 183.2417247480860 |
| 2023-02-01 | 184.5004258143370 |
| 2023-03-01 | 184.3013192001170 |
| 2023-04-01 | 184.1020705206230 |
| 2023-05-01 | 183.7361836857630 |
| 2023-06-01 | 184.6751882135900 |
| 2023-07-01 | 184.7888849211860 |
| 2023-08-01 | 184.7913821119510 |
| 2023-09-01 | 184.7742444769980 |
| 2023-10-01 | 184.6674303641760 |
| 2023-11-01 | 184.8912651222680 |
| 2023-12-01 | 186.2984991706950 |
| 2024-01-01 | 184.8900179202080 |
| 2024-02-01 | 185.7776591416610 |
| 2024-03-01 | 185.8764174776520 |
| 2024-04-01 | 185.1472605182840 |
| 2024-05-01 | 185.3502784863530 |
| 2024-06-01 | 185.2298074808830 |
| 2024-07-01 | 184.7151022669830 |
| 2024-08-01 | 184.1968416583860 |
| 2024-09-01 | 184.5416833847410 |
| 2024-10-01 | 184.7818222583240 |
| 2024-11-01 | 185.4364618760480 |
| 2024-12-01 | 186.1747922073630 |
| 2025-01-01 | 185.5787977918940 |
| 2025-02-01 | 184.6335926447100 |
| 2025-03-01 | 184.0975169359260 |
| 2025-04-01 | 184.8961921711950 |
| 2025-05-01 | 184.6223718829790 |
| 2025-06-01 | 184.7074188977960 |
| 2025-07-01 | 184.6432761834400 |
| 2025-08-01 | 185.1211913835110 |
| 2025-09-01 | 185.1381035724910 |
| 2025-10-01 | 184.8906225456930 |
| 2025-11-01 | 183.8637998135890 |
| 2025-12-01 | 181.5678947145670 |
| 2026-01-01 | 183.9354735182600 |
| 2026-02-01 | 183.7433572117260 |
| 2026-03-01 | 181.2063388007610 |
| 2026-04-01 | 185.3737477330590 |
| 2026-05-01 | 187.0211712976900 |
| 2026-06-01 | 187.3245684182270 |
| 2026-07-01 | 188.1238831036910 |