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 2025-12-01 |
| Last Updated | 2026-01-28 2:17 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 | 115.2826986468390 |
| 1990-02-01 | 115.3120155313290 |
| 1990-03-01 | 115.3402679110590 |
| 1990-04-01 | 115.2392563397930 |
| 1990-05-01 | 114.7036637876120 |
| 1990-06-01 | 115.5115881838510 |
| 1990-07-01 | 115.8549298117600 |
| 1990-08-01 | 116.1639840555480 |
| 1990-09-01 | 116.7757682744220 |
| 1990-10-01 | 115.6561011068960 |
| 1990-11-01 | 115.7594985820180 |
| 1990-12-01 | 116.3975585942540 |
| 1991-01-01 | 116.7037274596000 |
| 1991-02-01 | 117.2227596555270 |
| 1991-03-01 | 117.3887685646060 |
| 1991-04-01 | 116.9919822361560 |
| 1991-05-01 | 116.9458379217260 |
| 1991-06-01 | 117.6523280667920 |
| 1991-07-01 | 118.9642317481830 |
| 1991-08-01 | 118.9096729406520 |
| 1991-09-01 | 119.2199297591990 |
| 1991-10-01 | 118.7329539991030 |
| 1991-11-01 | 119.7430111263730 |
| 1991-12-01 | 119.8595098531030 |
| 1992-01-01 | 119.8143497313770 |
| 1992-02-01 | 119.4559861370210 |
| 1992-03-01 | 119.6546518732180 |
| 1992-04-01 | 120.0153070144490 |
| 1992-05-01 | 120.5292854997620 |
| 1992-06-01 | 120.2539084526980 |
| 1992-07-01 | 120.3705807815090 |
| 1992-08-01 | 120.8758675807870 |
| 1992-09-01 | 121.4990000935860 |
| 1992-10-01 | 122.5023107115750 |
| 1992-11-01 | 121.9297966497390 |
| 1992-12-01 | 122.6577730558980 |
| 1993-01-01 | 127.7373033890040 |
| 1993-02-01 | 128.5013073321370 |
| 1993-03-01 | 126.7597168485470 |
| 1993-04-01 | 129.1903468584370 |
| 1993-05-01 | 129.4396169004390 |
| 1993-06-01 | 129.9208054488710 |
| 1993-07-01 | 130.2942998393380 |
| 1993-08-01 | 130.2408747831930 |
| 1993-09-01 | 130.9082375937410 |
| 1993-10-01 | 132.5035722915110 |
| 1993-11-01 | 132.5866996454400 |
| 1993-12-01 | 132.8389475442840 |
| 1994-01-01 | 133.4397664236290 |
| 1994-02-01 | 132.9737171433170 |
| 1994-03-01 | 134.2112284610040 |
| 1994-04-01 | 135.4980328526390 |
| 1994-05-01 | 136.1085314669230 |
| 1994-06-01 | 136.5947702444840 |
| 1994-07-01 | 136.5952558566640 |
| 1994-08-01 | 137.0926090091810 |
| 1994-09-01 | 137.6474650120360 |
| 1994-10-01 | 138.4601687096580 |
| 1994-11-01 | 138.9760448364260 |
| 1994-12-01 | 138.8925783408310 |
| 1995-01-01 | 139.5918452618890 |
| 1995-02-01 | 139.3509036181230 |
| 1995-03-01 | 139.9907099627490 |
| 1995-04-01 | 140.1681764445800 |
| 1995-05-01 | 140.4212621287160 |
| 1995-06-01 | 141.0135425593240 |
| 1995-07-01 | 141.8289684684650 |
| 1995-08-01 | 143.0557074443230 |
| 1995-09-01 | 143.7163319818890 |
| 1995-10-01 | 143.0674702703860 |
| 1995-11-01 | 143.1885118956380 |
| 1995-12-01 | 143.2241337365580 |
| 1996-01-01 | 140.3015966285050 |
| 1996-02-01 | 141.3477153824500 |
| 1996-03-01 | 142.2947015062430 |
| 1996-04-01 | 144.5316153621270 |
| 1996-05-01 | 144.9852692184280 |
| 1996-06-01 | 145.1094998989440 |
| 1996-07-01 | 145.2705404543530 |
| 1996-08-01 | 145.5428504449070 |
| 1996-09-01 | 145.9008290186170 |
| 1996-10-01 | 146.0017443502850 |
| 1996-11-01 | 146.2006702135600 |
| 1996-12-01 | 146.9388907644220 |
| 1997-01-01 | 147.2674095901140 |
| 1997-02-01 | 147.5393641784470 |
| 1997-03-01 | 146.8978801045860 |
| 1997-04-01 | 147.2120635673940 |
| 1997-05-01 | 147.3787860747150 |
| 1997-06-01 | 148.0402984743460 |
| 1997-07-01 | 148.6837837688610 |
| 1997-08-01 | 150.3128542987180 |
| 1997-09-01 | 151.1038266083610 |
| 1997-10-01 | 149.5385462853630 |
| 1997-11-01 | 149.7966314849350 |
| 1997-12-01 | 149.9188052940430 |
| 1998-01-01 | 151.6355204076430 |
| 1998-02-01 | 151.6370646603970 |
| 1998-03-01 | 151.6364465037920 |
| 1998-04-01 | 151.2243126658140 |
| 1998-05-01 | 152.0405113413590 |
| 1998-06-01 | 152.0506407825440 |
| 1998-07-01 | 152.7187281884270 |
| 1998-08-01 | 152.5956425673910 |
| 1998-09-01 | 153.6016693515180 |
| 1998-10-01 | 155.2696175737690 |
| 1998-11-01 | 154.9578177962420 |
| 1998-12-01 | 155.0002982507120 |
| 1999-01-01 | 154.4831281007200 |
| 1999-02-01 | 155.1041318374990 |
| 1999-03-01 | 155.7630911653180 |
| 1999-04-01 | 155.6921377441780 |
| 1999-05-01 | 155.5181878147900 |
| 1999-06-01 | 156.2630211698900 |
| 1999-07-01 | 156.9935205326260 |
| 1999-08-01 | 157.3566629501530 |
| 1999-09-01 | 156.5499199466620 |
| 1999-10-01 | 158.6688769200540 |
| 1999-11-01 | 158.8405448969890 |
| 1999-12-01 | 159.8238346756360 |
| 2000-01-01 | 156.6790200712420 |
| 2000-02-01 | 156.3973276141750 |
| 2000-03-01 | 156.9040319160120 |
| 2000-04-01 | 156.6320232543040 |
| 2000-05-01 | 156.1764193254670 |
| 2000-06-01 | 156.3343360704500 |
| 2000-07-01 | 156.0237866456010 |
| 2000-08-01 | 155.6948618601590 |
| 2000-09-01 | 155.8295031969590 |
| 2000-10-01 | 156.1165892205200 |
| 2000-11-01 | 156.4384649155160 |
| 2000-12-01 | 157.0754074310920 |
| 2001-01-01 | 156.6975059843420 |
| 2001-02-01 | 157.4136340077870 |
| 2001-03-01 | 157.6792103789360 |
| 2001-04-01 | 157.4278584435850 |
| 2001-05-01 | 158.1428323379370 |
| 2001-06-01 | 158.8923986957300 |
| 2001-07-01 | 158.8138890425660 |
| 2001-08-01 | 159.0137303798570 |
| 2001-09-01 | 158.1434979096370 |
| 2001-10-01 | 159.0208935824020 |
| 2001-11-01 | 160.3352813751770 |
| 2001-12-01 | 161.3708384299820 |
| 2002-01-01 | 162.2196569829920 |
| 2002-02-01 | 163.0544091441290 |
| 2002-03-01 | 163.1362693690670 |
| 2002-04-01 | 164.9142986636600 |
| 2002-05-01 | 165.4732740255470 |
| 2002-06-01 | 164.9908349192420 |
| 2002-07-01 | 165.6175574909530 |
| 2002-08-01 | 166.3274750292250 |
| 2002-09-01 | 167.1452196453790 |
| 2002-10-01 | 167.0338469106810 |
| 2002-11-01 | 167.5096716418970 |
| 2002-12-01 | 167.2055917183940 |
| 2003-01-01 | 167.5729076614600 |
| 2003-02-01 | 167.2747788333850 |
| 2003-03-01 | 166.9664453782910 |
| 2003-04-01 | 167.9755621666680 |
| 2003-05-01 | 168.3268365519520 |
| 2003-06-01 | 169.2289081922510 |
| 2003-07-01 | 169.5530078069470 |
| 2003-08-01 | 169.9553757756870 |
| 2003-09-01 | 170.3752636685600 |
| 2003-10-01 | 171.2754799963920 |
| 2003-11-01 | 171.4804979215690 |
| 2003-12-01 | 171.9662126457150 |
| 2004-01-01 | 172.1792039525700 |
| 2004-02-01 | 171.6813592141240 |
| 2004-03-01 | 171.9464016704390 |
| 2004-04-01 | 171.3159292808830 |
| 2004-05-01 | 171.4690744596650 |
| 2004-06-01 | 170.8238375079320 |
| 2004-07-01 | 172.2241090852330 |
| 2004-08-01 | 173.3809111167920 |
| 2004-09-01 | 173.6590418819390 |
| 2004-10-01 | 174.2630310790210 |
| 2004-11-01 | 174.1861600678340 |
| 2004-12-01 | 173.7779215658760 |
| 2005-01-01 | 173.9479349761980 |
| 2005-02-01 | 174.9509338846940 |
| 2005-03-01 | 175.1725284652480 |
| 2005-04-01 | 176.1009435648050 |
| 2005-05-01 | 175.9902435478810 |
| 2005-06-01 | 176.2602557087130 |
| 2005-07-01 | 176.0665718487450 |
| 2005-08-01 | 176.0939631201320 |
| 2005-09-01 | 175.3466222224360 |
| 2005-10-01 | 173.6323211944950 |
| 2005-11-01 | 174.0648596089200 |
| 2005-12-01 | 174.2411908614330 |
| 2006-01-01 | 174.4277819311310 |
| 2006-02-01 | 175.2123680639830 |
| 2006-03-01 | 175.7030482332190 |
| 2006-04-01 | 176.2400264797450 |
| 2006-05-01 | 175.4165745722020 |
| 2006-06-01 | 175.3898534647850 |
| 2006-07-01 | 175.7867599113210 |
| 2006-08-01 | 175.7453245868200 |
| 2006-09-01 | 175.9336946162550 |
| 2006-10-01 | 176.2693001227030 |
| 2006-11-01 | 177.7433416764420 |
| 2006-12-01 | 178.8802450491680 |
| 2007-01-01 | 179.4500502655490 |
| 2007-02-01 | 179.4774654934430 |
| 2007-03-01 | 179.8559444354120 |
| 2007-04-01 | 180.6051557637740 |
| 2007-05-01 | 180.7747914542170 |
| 2007-06-01 | 180.7897333987330 |
| 2007-07-01 | 180.2483216212340 |
| 2007-08-01 | 179.8937941562200 |
| 2007-09-01 | 179.4755529449880 |
| 2007-10-01 | 180.4391153268080 |
| 2007-11-01 | 181.8385453800770 |
| 2007-12-01 | 181.5027804247400 |
| 2008-01-01 | 181.3376883366110 |
| 2008-02-01 | 181.4070682157180 |
| 2008-03-01 | 179.7700498379690 |
| 2008-04-01 | 179.9664712040220 |
| 2008-05-01 | 180.2868611843860 |
| 2008-06-01 | 179.7822609429730 |
| 2008-07-01 | 179.9519719434120 |
| 2008-08-01 | 179.3579254852260 |
| 2008-09-01 | 178.9734385851100 |
| 2008-10-01 | 178.2864874223260 |
| 2008-11-01 | 176.6871007665240 |
| 2008-12-01 | 175.9279991907350 |
| 2009-01-01 | 174.8888489445360 |
| 2009-02-01 | 174.3017934193330 |
| 2009-03-01 | 174.3852308994890 |
| 2009-04-01 | 173.3389261388090 |
| 2009-05-01 | 173.5743841510350 |
| 2009-06-01 | 173.3906635903830 |
| 2009-07-01 | 173.7391113146870 |
| 2009-08-01 | 173.5945222652610 |
| 2009-09-01 | 172.7545348564250 |
| 2009-10-01 | 173.1151983959580 |
| 2009-11-01 | 172.4134641562910 |
| 2009-12-01 | 172.4315153845120 |
| 2010-01-01 | 173.9365116429840 |
| 2010-02-01 | 172.6512078654360 |
| 2010-03-01 | 173.4252168750720 |
| 2010-04-01 | 173.8877856178020 |
| 2010-05-01 | 173.6817107217050 |
| 2010-06-01 | 174.1953977476440 |
| 2010-07-01 | 174.1610305798480 |
| 2010-08-01 | 175.0023357520990 |
| 2010-09-01 | 175.3722204483810 |
| 2010-10-01 | 175.9323480796370 |
| 2010-11-01 | 176.4595871249890 |
| 2010-12-01 | 176.2249392456130 |
| 2011-01-01 | 176.0365487160030 |
| 2011-02-01 | 176.2108282935060 |
| 2011-03-01 | 176.7357375355160 |
| 2011-04-01 | 178.3142259287860 |
| 2011-05-01 | 178.1019448796330 |
| 2011-06-01 | 178.2775901304630 |
| 2011-07-01 | 178.9479976807960 |
| 2011-08-01 | 178.8225347693910 |
| 2011-09-01 | 180.0630186632130 |
| 2011-10-01 | 180.0056544875230 |
| 2011-11-01 | 180.6976488588790 |
| 2011-12-01 | 180.3526930080120 |
| 2012-01-01 | 182.0124716448560 |
| 2012-02-01 | 182.9295568570810 |
| 2012-03-01 | 183.5669436408960 |
| 2012-04-01 | 183.7652567221050 |
| 2012-05-01 | 183.4732483741030 |
| 2012-06-01 | 183.8178267979110 |
| 2012-07-01 | 183.6160108595950 |
| 2012-08-01 | 183.8839789613000 |
| 2012-09-01 | 184.0946654490710 |
| 2012-10-01 | 184.3369019317760 |
| 2012-11-01 | 184.4535427870090 |
| 2012-12-01 | 185.0825585440410 |
| 2013-01-01 | 184.8872520293220 |
| 2013-02-01 | 184.6969703919810 |
| 2013-03-01 | 183.9728022636150 |
| 2013-04-01 | 183.9262220712950 |
| 2013-05-01 | 184.2534903195300 |
| 2013-06-01 | 184.2175581754000 |
| 2013-07-01 | 185.6756602998530 |
| 2013-08-01 | 185.4420236086460 |
| 2013-09-01 | 185.2722861747650 |
| 2013-10-01 | 184.9081285906550 |
| 2013-11-01 | 185.3554953145710 |
| 2013-12-01 | 185.3252789971930 |
| 2014-01-01 | 186.2934949526310 |
| 2014-02-01 | 185.4789067464350 |
| 2014-03-01 | 185.7816980614990 |
| 2014-04-01 | 185.7791723171640 |
| 2014-05-01 | 186.0264395396960 |
| 2014-06-01 | 186.1293797044980 |
| 2014-07-01 | 186.1424385197760 |
| 2014-08-01 | 186.6476786011830 |
| 2014-09-01 | 187.1019415947990 |
| 2014-10-01 | 187.7523345152360 |
| 2014-11-01 | 187.9893631096600 |
| 2014-12-01 | 188.3543712581980 |
| 2015-01-01 | 188.5323698410210 |
| 2015-02-01 | 188.6623948803840 |
| 2015-03-01 | 187.7672136706770 |
| 2015-04-01 | 188.8477490595510 |
| 2015-05-01 | 189.7105587912120 |
| 2015-06-01 | 190.1483268624390 |
| 2015-07-01 | 190.1073672134920 |
| 2015-08-01 | 190.0521729902980 |
| 2015-09-01 | 190.3579907756880 |
| 2015-10-01 | 190.5385217034850 |
| 2015-11-01 | 190.9393140367220 |
| 2015-12-01 | 191.4168688708190 |
| 2016-01-01 | 191.2993838463370 |
| 2016-02-01 | 192.0472180352730 |
| 2016-03-01 | 192.8585934053790 |
| 2016-04-01 | 192.8635956702570 |
| 2016-05-01 | 192.3873721182080 |
| 2016-06-01 | 193.6878967767380 |
| 2016-07-01 | 193.4341876164420 |
| 2016-08-01 | 193.6965552498030 |
| 2016-09-01 | 194.0779281606670 |
| 2016-10-01 | 194.2663112913650 |
| 2016-11-01 | 194.4015176419720 |
| 2016-12-01 | 193.8024668287000 |
| 2017-01-01 | 194.7621237271330 |
| 2017-02-01 | 194.9211331188440 |
| 2017-03-01 | 195.1992095081270 |
| 2017-04-01 | 195.6475668021360 |
| 2017-05-01 | 195.5897608529070 |
| 2017-06-01 | 195.7460025536030 |
| 2017-07-01 | 196.6843189570040 |
| 2017-08-01 | 196.5748228528010 |
| 2017-09-01 | 196.1371115916310 |
| 2017-10-01 | 196.4991793089370 |
| 2017-11-01 | 196.6120127720360 |
| 2017-12-01 | 196.3677250183450 |
| 2018-01-01 | 196.4893816768280 |
| 2018-02-01 | 196.9977299162520 |
| 2018-03-01 | 196.6271617295910 |
| 2018-04-01 | 196.9502850877040 |
| 2018-05-01 | 197.1939308445230 |
| 2018-06-01 | 196.8344308107220 |
| 2018-07-01 | 197.4325630623780 |
| 2018-08-01 | 197.8442857675040 |
| 2018-09-01 | 197.8079304428040 |
| 2018-10-01 | 198.7207748583890 |
| 2018-11-01 | 198.5224056537900 |
| 2018-12-01 | 198.7384677403140 |
| 2019-01-01 | 199.6165187769020 |
| 2019-02-01 | 198.6797510927490 |
| 2019-03-01 | 198.4968338685700 |
| 2019-04-01 | 198.5923991919290 |
| 2019-05-01 | 198.2013524596030 |
| 2019-06-01 | 198.2257158879440 |
| 2019-07-01 | 197.7805042733570 |
| 2019-08-01 | 197.5092484322840 |
| 2019-09-01 | 197.8189013076710 |
| 2019-10-01 | 197.9578052057530 |
| 2019-11-01 | 198.6781486554910 |
| 2019-12-01 | 198.9015662691490 |
| 2020-01-01 | 199.2385882883780 |
| 2020-02-01 | 199.2040309750090 |
| 2020-03-01 | 186.6184969202090 |
| 2020-04-01 | 47.5934268018027 |
| 2020-05-01 | 68.3443051174332 |
| 2020-06-01 | 106.4472512369050 |
| 2020-07-01 | 128.2979380738010 |
| 2020-08-01 | 133.1615292845290 |
| 2020-09-01 | 141.5664011503010 |
| 2020-10-01 | 146.7456242035190 |
| 2020-11-01 | 146.3296679899980 |
| 2020-12-01 | 128.0618695620800 |
| 2021-01-01 | 131.9180610016670 |
| 2021-02-01 | 139.5831846849400 |
| 2021-03-01 | 143.0140377362380 |
| 2021-04-01 | 149.3615952296830 |
| 2021-05-01 | 152.8810522657340 |
| 2021-06-01 | 158.3352023442990 |
| 2021-07-01 | 164.1533847240170 |
| 2021-08-01 | 165.0707815113040 |
| 2021-09-01 | 166.2782745276000 |
| 2021-10-01 | 170.5885881433420 |
| 2021-11-01 | 171.7936158935780 |
| 2021-12-01 | 172.4382064672260 |
| 2022-01-01 | 172.7480685149910 |
| 2022-02-01 | 174.7405961049660 |
| 2022-03-01 | 175.6769399002030 |
| 2022-04-01 | 176.5841086434790 |
| 2022-05-01 | 177.0043478582090 |
| 2022-06-01 | 177.5541250205500 |
| 2022-07-01 | 179.4682696690520 |
| 2022-08-01 | 179.1992958658030 |
| 2022-09-01 | 179.4455656703450 |
| 2022-10-01 | 180.2924131121520 |
| 2022-11-01 | 181.0454420854130 |
| 2022-12-01 | 181.4409310514210 |
| 2023-01-01 | 183.2590189823970 |
| 2023-02-01 | 184.3506991205290 |
| 2023-03-01 | 184.2539109273090 |
| 2023-04-01 | 184.1195449762100 |
| 2023-05-01 | 183.7569842711350 |
| 2023-06-01 | 184.5758559012380 |
| 2023-07-01 | 184.5480299914460 |
| 2023-08-01 | 184.5682407913280 |
| 2023-09-01 | 184.7380791323360 |
| 2023-10-01 | 184.8044121909240 |
| 2023-11-01 | 185.1041378447020 |
| 2023-12-01 | 186.8561704001080 |
| 2024-01-01 | 184.9651657302150 |
| 2024-02-01 | 185.4929869259920 |
| 2024-03-01 | 185.7094355643430 |
| 2024-04-01 | 185.1446010976330 |
| 2024-05-01 | 185.3092476064590 |
| 2024-06-01 | 184.6742018278150 |
| 2024-07-01 | 184.7679783539740 |
| 2024-08-01 | 184.3380792942230 |
| 2024-09-01 | 184.5276407017940 |
| 2024-10-01 | 184.5872068912930 |
| 2024-11-01 | 184.9318222000010 |
| 2024-12-01 | 184.7495835869280 |
| 2025-01-01 | 184.7723787140090 |
| 2025-02-01 | 183.2264595833470 |
| 2025-03-01 | 182.7977009834980 |
| 2025-04-01 | 185.2349892934160 |
| 2025-05-01 | 187.5277726579570 |
| 2025-06-01 | 187.2474401180280 |
| 2025-07-01 | 187.2279907030490 |
| 2025-08-01 | 187.5425219929800 |
| 2025-09-01 | 187.3567305514930 |
| 2025-10-01 | 187.7428840609650 |
| 2025-11-01 | 185.7265142499350 |
| 2025-12-01 | 182.2283349729520 |