Table Data - All Employees: Leisure and Hospitality: Limited-Service Restaurants and Other Eating Places in Pennsylvania
| Title | All Employees: Leisure and Hospitality: Limited-Service Restaurants and Other Eating Places in Pennsylvania |
|---|---|
| Series ID | SMU42000007072259001SA |
| 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 2:16 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 | 114.888661669444 |
| 1990-02-01 | 114.204798774450 |
| 1990-03-01 | 114.668747273836 |
| 1990-04-01 | 112.919824469649 |
| 1990-05-01 | 111.857657835342 |
| 1990-06-01 | 111.750282049868 |
| 1990-07-01 | 114.315638023857 |
| 1990-08-01 | 114.442196727242 |
| 1990-09-01 | 114.742131188637 |
| 1990-10-01 | 115.379374630637 |
| 1990-11-01 | 114.539866765737 |
| 1990-12-01 | 114.759476800420 |
| 1991-01-01 | 114.055328486957 |
| 1991-02-01 | 114.184567715251 |
| 1991-03-01 | 114.016138106650 |
| 1991-04-01 | 114.348016360765 |
| 1991-05-01 | 113.651798178334 |
| 1991-06-01 | 113.865768333394 |
| 1991-07-01 | 112.770589648438 |
| 1991-08-01 | 113.304754133215 |
| 1991-09-01 | 112.956356847376 |
| 1991-10-01 | 112.176940284806 |
| 1991-11-01 | 112.896772329918 |
| 1991-12-01 | 113.094214521161 |
| 1992-01-01 | 113.935494286992 |
| 1992-02-01 | 113.944971735841 |
| 1992-03-01 | 114.125465060567 |
| 1992-04-01 | 113.225076476676 |
| 1992-05-01 | 113.209903632357 |
| 1992-06-01 | 112.714969339796 |
| 1992-07-01 | 114.357530484647 |
| 1992-08-01 | 114.404532221052 |
| 1992-09-01 | 115.426636766822 |
| 1992-10-01 | 117.859909784768 |
| 1992-11-01 | 117.472237332355 |
| 1992-12-01 | 116.431275975877 |
| 1993-01-01 | 112.652087611473 |
| 1993-02-01 | 112.866416158665 |
| 1993-03-01 | 111.635091239060 |
| 1993-04-01 | 113.245887333609 |
| 1993-05-01 | 113.620082405400 |
| 1993-06-01 | 113.663325016829 |
| 1993-07-01 | 113.203731485396 |
| 1993-08-01 | 113.019385443615 |
| 1993-09-01 | 112.762681296591 |
| 1993-10-01 | 112.440328189511 |
| 1993-11-01 | 112.230040727448 |
| 1993-12-01 | 113.296857169355 |
| 1994-01-01 | 109.069865264198 |
| 1994-02-01 | 109.367888958652 |
| 1994-03-01 | 109.675248190628 |
| 1994-04-01 | 110.700154806054 |
| 1994-05-01 | 110.896681405724 |
| 1994-06-01 | 110.846137619847 |
| 1994-07-01 | 110.331263415336 |
| 1994-08-01 | 110.424054871029 |
| 1994-09-01 | 109.574105029006 |
| 1994-10-01 | 109.367667292816 |
| 1994-11-01 | 109.263628262754 |
| 1994-12-01 | 109.961857713059 |
| 1995-01-01 | 111.120519250387 |
| 1995-02-01 | 111.133848137463 |
| 1995-03-01 | 111.735103886438 |
| 1995-04-01 | 112.920903879360 |
| 1995-05-01 | 112.397502533191 |
| 1995-06-01 | 112.510946759294 |
| 1995-07-01 | 112.605378431648 |
| 1995-08-01 | 112.397467946274 |
| 1995-09-01 | 113.910168385436 |
| 1995-10-01 | 114.551158900247 |
| 1995-11-01 | 114.482061361327 |
| 1995-12-01 | 113.110547444414 |
| 1996-01-01 | 113.241805638021 |
| 1996-02-01 | 114.355101642143 |
| 1996-03-01 | 114.733782250910 |
| 1996-04-01 | 112.882840923476 |
| 1996-05-01 | 112.824853098524 |
| 1996-06-01 | 112.996874763229 |
| 1996-07-01 | 113.520963086249 |
| 1996-08-01 | 113.452006847100 |
| 1996-09-01 | 113.124605902582 |
| 1996-10-01 | 113.145942896327 |
| 1996-11-01 | 113.404283601762 |
| 1996-12-01 | 114.070437479626 |
| 1997-01-01 | 114.482994745492 |
| 1997-02-01 | 114.295396969421 |
| 1997-03-01 | 114.455663577579 |
| 1997-04-01 | 114.218308447039 |
| 1997-05-01 | 114.258505165634 |
| 1997-06-01 | 114.112995435949 |
| 1997-07-01 | 114.248127486988 |
| 1997-08-01 | 114.081885581507 |
| 1997-09-01 | 114.638113734613 |
| 1997-10-01 | 114.196818942496 |
| 1997-11-01 | 114.218052534366 |
| 1997-12-01 | 113.510298898202 |
| 1998-01-01 | 113.101731075740 |
| 1998-02-01 | 113.394256456740 |
| 1998-03-01 | 113.079684800685 |
| 1998-04-01 | 112.045169009690 |
| 1998-05-01 | 111.979783266211 |
| 1998-06-01 | 111.812854282066 |
| 1998-07-01 | 111.666438842479 |
| 1998-08-01 | 111.669913709879 |
| 1998-09-01 | 111.819658660374 |
| 1998-10-01 | 112.308669181902 |
| 1998-11-01 | 112.367688033771 |
| 1998-12-01 | 113.336163719510 |
| 1999-01-01 | 112.165834690133 |
| 1999-02-01 | 113.261259506094 |
| 1999-03-01 | 113.480660784797 |
| 1999-04-01 | 114.909094718797 |
| 1999-05-01 | 115.041805708071 |
| 1999-06-01 | 115.647324022419 |
| 1999-07-01 | 116.015657100116 |
| 1999-08-01 | 114.859790098442 |
| 1999-09-01 | 113.570685496205 |
| 1999-10-01 | 114.110139099053 |
| 1999-11-01 | 113.876575160996 |
| 1999-12-01 | 114.545584708133 |
| 2000-01-01 | 115.110575106639 |
| 2000-02-01 | 114.339623432814 |
| 2000-03-01 | 115.961876362901 |
| 2000-04-01 | 116.630563284253 |
| 2000-05-01 | 116.789487552584 |
| 2000-06-01 | 117.170227389430 |
| 2000-07-01 | 117.643681912099 |
| 2000-08-01 | 117.981543690685 |
| 2000-09-01 | 118.134805514520 |
| 2000-10-01 | 118.201388467930 |
| 2000-11-01 | 118.437791247389 |
| 2000-12-01 | 118.402358944562 |
| 2001-01-01 | 118.942269521618 |
| 2001-02-01 | 119.431380209314 |
| 2001-03-01 | 119.294854247420 |
| 2001-04-01 | 119.377870873172 |
| 2001-05-01 | 119.344975501689 |
| 2001-06-01 | 119.807679616001 |
| 2001-07-01 | 120.224088809841 |
| 2001-08-01 | 120.027553103417 |
| 2001-09-01 | 119.991100338256 |
| 2001-10-01 | 120.317090641521 |
| 2001-11-01 | 121.334735804402 |
| 2001-12-01 | 121.005744151385 |
| 2002-01-01 | 120.886242112225 |
| 2002-02-01 | 121.365571135677 |
| 2002-03-01 | 121.613040991345 |
| 2002-04-01 | 121.627850983567 |
| 2002-05-01 | 122.398338555952 |
| 2002-06-01 | 122.394471874673 |
| 2002-07-01 | 122.590520482778 |
| 2002-08-01 | 122.836005853159 |
| 2002-09-01 | 122.639191642655 |
| 2002-10-01 | 122.953901984126 |
| 2002-11-01 | 122.758751116169 |
| 2002-12-01 | 122.124943183443 |
| 2003-01-01 | 122.776909754964 |
| 2003-02-01 | 121.518482634169 |
| 2003-03-01 | 121.647656701213 |
| 2003-04-01 | 121.934583468867 |
| 2003-05-01 | 121.541292142903 |
| 2003-06-01 | 121.763877103524 |
| 2003-07-01 | 121.895243247816 |
| 2003-08-01 | 121.942816395052 |
| 2003-09-01 | 122.471885369571 |
| 2003-10-01 | 122.973351355610 |
| 2003-11-01 | 122.714715542356 |
| 2003-12-01 | 122.956401721193 |
| 2004-01-01 | 122.401770651763 |
| 2004-02-01 | 122.341298779944 |
| 2004-03-01 | 122.663456862910 |
| 2004-04-01 | 122.372051480624 |
| 2004-05-01 | 122.743235510980 |
| 2004-06-01 | 122.378966244055 |
| 2004-07-01 | 122.521163547172 |
| 2004-08-01 | 122.869998964175 |
| 2004-09-01 | 123.711615199451 |
| 2004-10-01 | 124.075688966965 |
| 2004-11-01 | 124.785192414735 |
| 2004-12-01 | 125.459242392063 |
| 2005-01-01 | 125.466334354761 |
| 2005-02-01 | 125.876193360689 |
| 2005-03-01 | 125.389031333306 |
| 2005-04-01 | 126.850448046834 |
| 2005-05-01 | 127.250590132080 |
| 2005-06-01 | 127.605897481202 |
| 2005-07-01 | 127.380015260859 |
| 2005-08-01 | 127.801450318915 |
| 2005-09-01 | 128.512714582345 |
| 2005-10-01 | 127.013201175053 |
| 2005-11-01 | 127.808436228603 |
| 2005-12-01 | 127.969944378555 |
| 2006-01-01 | 128.832716810975 |
| 2006-02-01 | 129.344816285823 |
| 2006-03-01 | 129.897561053806 |
| 2006-04-01 | 130.365680204958 |
| 2006-05-01 | 129.558299550135 |
| 2006-06-01 | 129.563456276989 |
| 2006-07-01 | 129.814753272308 |
| 2006-08-01 | 129.756646601719 |
| 2006-09-01 | 129.665686040331 |
| 2006-10-01 | 129.555665372963 |
| 2006-11-01 | 129.945602525778 |
| 2006-12-01 | 130.097573184563 |
| 2007-01-01 | 131.478806247488 |
| 2007-02-01 | 130.728738390225 |
| 2007-03-01 | 130.525707476512 |
| 2007-04-01 | 130.357878485105 |
| 2007-05-01 | 130.519162381129 |
| 2007-06-01 | 130.985781596082 |
| 2007-07-01 | 131.403678863532 |
| 2007-08-01 | 131.942244500029 |
| 2007-09-01 | 131.645185068151 |
| 2007-10-01 | 132.379190483633 |
| 2007-11-01 | 132.883295240087 |
| 2007-12-01 | 133.630632757302 |
| 2008-01-01 | 133.718471532533 |
| 2008-02-01 | 134.329393537424 |
| 2008-03-01 | 134.272352059327 |
| 2008-04-01 | 134.824206376953 |
| 2008-05-01 | 134.743963386841 |
| 2008-06-01 | 134.717256988660 |
| 2008-07-01 | 134.557560670311 |
| 2008-08-01 | 134.321535883367 |
| 2008-09-01 | 134.633473800252 |
| 2008-10-01 | 135.020381351944 |
| 2008-11-01 | 134.712030197527 |
| 2008-12-01 | 134.592014299079 |
| 2009-01-01 | 133.236880834602 |
| 2009-02-01 | 134.215648666226 |
| 2009-03-01 | 134.246245147213 |
| 2009-04-01 | 134.027127527513 |
| 2009-05-01 | 134.444828545067 |
| 2009-06-01 | 134.527015815811 |
| 2009-07-01 | 134.973891256228 |
| 2009-08-01 | 134.793302553247 |
| 2009-09-01 | 134.693430224850 |
| 2009-10-01 | 134.526343545014 |
| 2009-11-01 | 133.526939687213 |
| 2009-12-01 | 133.565220126446 |
| 2010-01-01 | 134.913376340106 |
| 2010-02-01 | 134.444367453691 |
| 2010-03-01 | 134.342982545990 |
| 2010-04-01 | 135.868935383463 |
| 2010-05-01 | 136.107785739832 |
| 2010-06-01 | 136.095740993642 |
| 2010-07-01 | 135.871914817270 |
| 2010-08-01 | 136.421463940060 |
| 2010-09-01 | 136.541508175587 |
| 2010-10-01 | 136.819317430765 |
| 2010-11-01 | 137.268289598258 |
| 2010-12-01 | 136.817379799664 |
| 2011-01-01 | 136.090824794143 |
| 2011-02-01 | 136.741187742448 |
| 2011-03-01 | 137.196139881851 |
| 2011-04-01 | 137.020644845155 |
| 2011-05-01 | 136.901842853977 |
| 2011-06-01 | 137.109245673020 |
| 2011-07-01 | 137.013792274382 |
| 2011-08-01 | 137.088986874215 |
| 2011-09-01 | 137.476679185684 |
| 2011-10-01 | 137.065941790109 |
| 2011-11-01 | 137.650339588510 |
| 2011-12-01 | 137.962683931146 |
| 2012-01-01 | 138.566334567336 |
| 2012-02-01 | 139.381505421210 |
| 2012-03-01 | 139.975820800054 |
| 2012-04-01 | 139.220487334190 |
| 2012-05-01 | 138.541950837218 |
| 2012-06-01 | 139.678352225605 |
| 2012-07-01 | 140.357517177299 |
| 2012-08-01 | 140.766227344105 |
| 2012-09-01 | 141.219705519489 |
| 2012-10-01 | 141.759244543279 |
| 2012-11-01 | 142.037748349452 |
| 2012-12-01 | 143.140031698707 |
| 2013-01-01 | 143.635509695654 |
| 2013-02-01 | 143.707530226624 |
| 2013-03-01 | 143.374168937396 |
| 2013-04-01 | 144.300788893580 |
| 2013-05-01 | 144.998072702465 |
| 2013-06-01 | 145.414328241479 |
| 2013-07-01 | 145.812628720762 |
| 2013-08-01 | 145.952684301750 |
| 2013-09-01 | 146.182765821078 |
| 2013-10-01 | 146.697857926249 |
| 2013-11-01 | 146.913133407808 |
| 2013-12-01 | 146.588048845285 |
| 2014-01-01 | 146.427963420079 |
| 2014-02-01 | 146.037022374204 |
| 2014-03-01 | 146.760220903384 |
| 2014-04-01 | 147.426520140187 |
| 2014-05-01 | 147.446002247119 |
| 2014-06-01 | 147.671719408920 |
| 2014-07-01 | 147.879935697587 |
| 2014-08-01 | 148.036687376566 |
| 2014-09-01 | 147.954542427353 |
| 2014-10-01 | 147.870589850485 |
| 2014-11-01 | 148.017068401367 |
| 2014-12-01 | 148.256298138822 |
| 2015-01-01 | 148.488127303048 |
| 2015-02-01 | 148.321689830483 |
| 2015-03-01 | 147.806027119432 |
| 2015-04-01 | 148.707425543800 |
| 2015-05-01 | 149.648892798112 |
| 2015-06-01 | 149.631358819641 |
| 2015-07-01 | 149.832744859946 |
| 2015-08-01 | 150.193600337176 |
| 2015-09-01 | 150.717707492884 |
| 2015-10-01 | 151.148143157408 |
| 2015-11-01 | 151.564623989782 |
| 2015-12-01 | 151.863626502471 |
| 2016-01-01 | 152.023582919122 |
| 2016-02-01 | 152.133313657930 |
| 2016-03-01 | 152.492439690965 |
| 2016-04-01 | 153.556482423122 |
| 2016-05-01 | 152.897478286614 |
| 2016-06-01 | 152.866949300557 |
| 2016-07-01 | 153.115023150154 |
| 2016-08-01 | 153.390968546721 |
| 2016-09-01 | 153.696147244861 |
| 2016-10-01 | 153.988296582454 |
| 2016-11-01 | 154.697235622729 |
| 2016-12-01 | 153.616822035169 |
| 2017-01-01 | 154.887123240703 |
| 2017-02-01 | 155.608244879339 |
| 2017-03-01 | 156.450467592654 |
| 2017-04-01 | 156.379373383400 |
| 2017-05-01 | 156.180990792337 |
| 2017-06-01 | 156.740345004626 |
| 2017-07-01 | 156.934732979308 |
| 2017-08-01 | 157.512607712310 |
| 2017-09-01 | 157.795650799005 |
| 2017-10-01 | 157.966619492886 |
| 2017-11-01 | 158.006214237517 |
| 2017-12-01 | 158.280266042308 |
| 2018-01-01 | 158.585464694990 |
| 2018-02-01 | 158.718136662675 |
| 2018-03-01 | 158.649385563905 |
| 2018-04-01 | 158.519021674305 |
| 2018-05-01 | 158.668274082050 |
| 2018-06-01 | 158.625796426592 |
| 2018-07-01 | 158.094762436058 |
| 2018-08-01 | 158.680964568761 |
| 2018-09-01 | 159.107135165244 |
| 2018-10-01 | 159.433446675842 |
| 2018-11-01 | 159.258821333116 |
| 2018-12-01 | 160.045207351259 |
| 2019-01-01 | 160.005987658167 |
| 2019-02-01 | 160.221984662675 |
| 2019-03-01 | 160.794471365332 |
| 2019-04-01 | 161.830853136267 |
| 2019-05-01 | 161.589531417525 |
| 2019-06-01 | 161.452878130001 |
| 2019-07-01 | 162.171513256286 |
| 2019-08-01 | 162.030614443168 |
| 2019-09-01 | 162.291924642055 |
| 2019-10-01 | 162.515305012046 |
| 2019-11-01 | 162.909819980187 |
| 2019-12-01 | 163.202511254182 |
| 2020-01-01 | 164.333065510750 |
| 2020-02-01 | 164.839044989013 |
| 2020-03-01 | 160.983085692546 |
| 2020-04-01 | 106.801437335672 |
| 2020-05-01 | 121.183315830108 |
| 2020-06-01 | 134.440262238760 |
| 2020-07-01 | 141.333597239996 |
| 2020-08-01 | 142.380064018699 |
| 2020-09-01 | 147.947178869157 |
| 2020-10-01 | 150.041031673463 |
| 2020-11-01 | 150.160150477817 |
| 2020-12-01 | 150.028704102433 |
| 2021-01-01 | 150.873858888298 |
| 2021-02-01 | 151.380536046779 |
| 2021-03-01 | 152.003792988291 |
| 2021-04-01 | 151.784726083133 |
| 2021-05-01 | 151.607762921113 |
| 2021-06-01 | 153.687512337734 |
| 2021-07-01 | 156.055523086389 |
| 2021-08-01 | 155.441524297430 |
| 2021-09-01 | 156.075922785157 |
| 2021-10-01 | 157.401772096569 |
| 2021-11-01 | 158.141480893637 |
| 2021-12-01 | 159.816117609917 |
| 2022-01-01 | 160.121617944699 |
| 2022-02-01 | 161.659519797116 |
| 2022-03-01 | 161.537093820769 |
| 2022-04-01 | 162.956269731870 |
| 2022-05-01 | 163.235929607029 |
| 2022-06-01 | 164.635403539551 |
| 2022-07-01 | 165.483491241647 |
| 2022-08-01 | 165.717386500103 |
| 2022-09-01 | 165.748588241348 |
| 2022-10-01 | 165.049187939742 |
| 2022-11-01 | 164.886150469646 |
| 2022-12-01 | 164.547769013047 |
| 2023-01-01 | 166.245312333239 |
| 2023-02-01 | 166.169653995280 |
| 2023-03-01 | 166.765282029032 |
| 2023-04-01 | 166.600324611231 |
| 2023-05-01 | 167.406850798735 |
| 2023-06-01 | 167.578813884104 |
| 2023-07-01 | 168.324281753346 |
| 2023-08-01 | 168.466569762782 |
| 2023-09-01 | 169.839182401002 |
| 2023-10-01 | 168.141820935038 |
| 2023-11-01 | 168.158913925170 |
| 2023-12-01 | 168.724568538647 |
| 2024-01-01 | 167.873327725476 |
| 2024-02-01 | 168.335119026686 |
| 2024-03-01 | 168.943597510993 |
| 2024-04-01 | 168.942499836672 |
| 2024-05-01 | 170.027956670080 |
| 2024-06-01 | 169.205751726443 |
| 2024-07-01 | 169.210663250962 |
| 2024-08-01 | 169.241544495844 |
| 2024-09-01 | 168.684077361433 |
| 2024-10-01 | 171.443577753640 |
| 2024-11-01 | 172.946026190646 |
| 2024-12-01 | 173.346546690457 |
| 2025-01-01 | 174.353003143350 |
| 2025-02-01 | 174.415593541972 |
| 2025-03-01 | 175.183862672020 |
| 2025-04-01 | 176.679366716914 |
| 2025-05-01 | 177.010950917703 |
| 2025-06-01 | 179.255429266131 |
| 2025-07-01 | 178.386605667715 |
| 2025-08-01 | 178.369603196865 |
| 2025-09-01 | 180.522417670887 |
| 2025-10-01 | 181.725557904648 |
| 2025-11-01 | 183.576964690840 |
| 2025-12-01 | 182.333337583382 |