Table Data - All Employees: Leisure and Hospitality: Food Services and Drinking Places in Pennsylvania
| Title | All Employees: Leisure and Hospitality: Food Services and Drinking Places in Pennsylvania |
|---|---|
| Series ID | SMU42000007072200001SA |
| 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 | 272.242894490035 |
| 1990-02-01 | 271.414297152189 |
| 1990-03-01 | 271.975795195617 |
| 1990-04-01 | 269.232893204779 |
| 1990-05-01 | 267.143707824100 |
| 1990-06-01 | 269.234844643976 |
| 1990-07-01 | 270.163707580486 |
| 1990-08-01 | 271.119306884883 |
| 1990-09-01 | 271.226857487094 |
| 1990-10-01 | 270.381702097976 |
| 1990-11-01 | 270.388404040471 |
| 1990-12-01 | 271.490930618203 |
| 1991-01-01 | 272.822768549637 |
| 1991-02-01 | 273.704293701235 |
| 1991-03-01 | 273.766744672883 |
| 1991-04-01 | 273.498271456244 |
| 1991-05-01 | 272.342448138483 |
| 1991-06-01 | 273.943701699454 |
| 1991-07-01 | 275.012396249482 |
| 1991-08-01 | 275.594943843526 |
| 1991-09-01 | 275.107901308655 |
| 1991-10-01 | 273.137592717691 |
| 1991-11-01 | 275.603293800799 |
| 1991-12-01 | 276.050601059916 |
| 1992-01-01 | 275.607413610951 |
| 1992-02-01 | 275.503454613319 |
| 1992-03-01 | 275.846057253267 |
| 1992-04-01 | 276.192696390794 |
| 1992-05-01 | 276.572978427756 |
| 1992-06-01 | 276.015047407593 |
| 1992-07-01 | 277.592471073413 |
| 1992-08-01 | 278.131174102296 |
| 1992-09-01 | 279.253125886256 |
| 1992-10-01 | 282.245244555255 |
| 1992-11-01 | 281.853772940196 |
| 1992-12-01 | 281.755602592700 |
| 1993-01-01 | 283.246926235013 |
| 1993-02-01 | 284.418368831894 |
| 1993-03-01 | 280.396956489208 |
| 1993-04-01 | 285.562421324063 |
| 1993-05-01 | 286.011503068464 |
| 1993-06-01 | 286.915893686375 |
| 1993-07-01 | 286.280211310738 |
| 1993-08-01 | 285.861686290054 |
| 1993-09-01 | 286.343753043589 |
| 1993-10-01 | 287.305239251950 |
| 1993-11-01 | 287.058577930274 |
| 1993-12-01 | 289.105134692279 |
| 1994-01-01 | 286.343508443381 |
| 1994-02-01 | 283.778742083754 |
| 1994-03-01 | 284.956769703960 |
| 1994-04-01 | 287.456960227775 |
| 1994-05-01 | 288.401090875585 |
| 1994-06-01 | 288.800719334678 |
| 1994-07-01 | 288.559346846582 |
| 1994-08-01 | 288.844569749487 |
| 1994-09-01 | 289.719979648513 |
| 1994-10-01 | 289.204332035236 |
| 1994-11-01 | 289.782328007288 |
| 1994-12-01 | 291.152733490388 |
| 1995-01-01 | 293.588414450737 |
| 1995-02-01 | 293.541491067230 |
| 1995-03-01 | 294.607951372735 |
| 1995-04-01 | 295.836638665650 |
| 1995-05-01 | 296.441119274812 |
| 1995-06-01 | 297.460737355508 |
| 1995-07-01 | 298.363364232518 |
| 1995-08-01 | 299.810166975432 |
| 1995-09-01 | 302.434705308234 |
| 1995-10-01 | 301.863456630031 |
| 1995-11-01 | 302.433163528496 |
| 1995-12-01 | 301.543610496005 |
| 1996-01-01 | 298.220691764434 |
| 1996-02-01 | 301.211366583340 |
| 1996-03-01 | 302.365829218260 |
| 1996-04-01 | 303.437320876560 |
| 1996-05-01 | 304.136153579265 |
| 1996-06-01 | 304.481039595903 |
| 1996-07-01 | 304.365110638065 |
| 1996-08-01 | 304.901807570968 |
| 1996-09-01 | 304.616671047368 |
| 1996-10-01 | 304.913135815085 |
| 1996-11-01 | 305.651348713474 |
| 1996-12-01 | 307.218980740660 |
| 1997-01-01 | 307.993033951597 |
| 1997-02-01 | 308.030531158127 |
| 1997-03-01 | 307.326064480123 |
| 1997-04-01 | 307.943160673345 |
| 1997-05-01 | 308.492347931013 |
| 1997-06-01 | 308.658374513836 |
| 1997-07-01 | 309.885738535450 |
| 1997-08-01 | 311.471182296473 |
| 1997-09-01 | 313.308040699429 |
| 1997-10-01 | 311.150849811802 |
| 1997-11-01 | 311.978855167468 |
| 1997-12-01 | 312.034854799974 |
| 1998-01-01 | 312.704197992567 |
| 1998-02-01 | 313.171209428214 |
| 1998-03-01 | 313.520318044264 |
| 1998-04-01 | 311.095094669944 |
| 1998-05-01 | 312.279229801032 |
| 1998-06-01 | 312.140823015462 |
| 1998-07-01 | 312.409582494011 |
| 1998-08-01 | 312.106601030642 |
| 1998-09-01 | 313.062863630691 |
| 1998-10-01 | 315.055524599742 |
| 1998-11-01 | 315.126855727113 |
| 1998-12-01 | 316.688724428511 |
| 1999-01-01 | 316.711522709077 |
| 1999-02-01 | 318.211495579883 |
| 1999-03-01 | 318.049026206593 |
| 1999-04-01 | 320.391044792512 |
| 1999-05-01 | 321.180829301311 |
| 1999-06-01 | 322.882515317028 |
| 1999-07-01 | 323.073024191703 |
| 1999-08-01 | 322.083217961771 |
| 1999-09-01 | 319.458601537022 |
| 1999-10-01 | 323.101548781365 |
| 1999-11-01 | 323.205977838801 |
| 1999-12-01 | 326.302118587207 |
| 2000-01-01 | 323.274845016449 |
| 2000-02-01 | 322.167719556115 |
| 2000-03-01 | 325.081482715876 |
| 2000-04-01 | 325.569666900943 |
| 2000-05-01 | 324.011205300365 |
| 2000-06-01 | 324.772958209920 |
| 2000-07-01 | 325.687373348639 |
| 2000-08-01 | 325.587398382593 |
| 2000-09-01 | 326.448885311607 |
| 2000-10-01 | 326.715916788954 |
| 2000-11-01 | 327.375127385495 |
| 2000-12-01 | 328.388254809705 |
| 2001-01-01 | 328.375483153801 |
| 2001-02-01 | 330.175475806717 |
| 2001-03-01 | 330.633580540750 |
| 2001-04-01 | 330.120904960487 |
| 2001-05-01 | 331.134160661151 |
| 2001-06-01 | 332.058496665780 |
| 2001-07-01 | 332.664714900064 |
| 2001-08-01 | 332.553532208318 |
| 2001-09-01 | 330.748497486607 |
| 2001-10-01 | 330.492371414151 |
| 2001-11-01 | 333.030715939469 |
| 2001-12-01 | 333.733025507172 |
| 2002-01-01 | 336.192042279416 |
| 2002-02-01 | 337.302999206085 |
| 2002-03-01 | 338.303409758120 |
| 2002-04-01 | 338.678278502835 |
| 2002-05-01 | 339.867557027399 |
| 2002-06-01 | 339.543167468145 |
| 2002-07-01 | 339.871874803039 |
| 2002-08-01 | 341.114576741767 |
| 2002-09-01 | 341.813664887795 |
| 2002-10-01 | 342.387233363749 |
| 2002-11-01 | 343.394510018942 |
| 2002-12-01 | 342.670437894175 |
| 2003-01-01 | 343.034669227592 |
| 2003-02-01 | 341.109048639065 |
| 2003-03-01 | 341.604366464103 |
| 2003-04-01 | 342.273903704092 |
| 2003-05-01 | 342.618895852148 |
| 2003-06-01 | 343.557627102218 |
| 2003-07-01 | 343.868654901237 |
| 2003-08-01 | 344.936692957764 |
| 2003-09-01 | 345.873227001503 |
| 2003-10-01 | 345.640329303670 |
| 2003-11-01 | 346.357317377274 |
| 2003-12-01 | 347.081511805322 |
| 2004-01-01 | 346.965433118147 |
| 2004-02-01 | 345.422688931332 |
| 2004-03-01 | 346.546667565504 |
| 2004-04-01 | 346.684908432283 |
| 2004-05-01 | 347.768128158948 |
| 2004-06-01 | 346.578839578407 |
| 2004-07-01 | 348.874366869425 |
| 2004-08-01 | 350.451738007343 |
| 2004-09-01 | 351.711863491407 |
| 2004-10-01 | 352.151064238866 |
| 2004-11-01 | 352.604661553473 |
| 2004-12-01 | 352.824144171640 |
| 2005-01-01 | 351.857720159136 |
| 2005-02-01 | 352.349190896002 |
| 2005-03-01 | 352.421258828835 |
| 2005-04-01 | 354.099528387477 |
| 2005-05-01 | 354.554166308212 |
| 2005-06-01 | 355.484471618790 |
| 2005-07-01 | 355.412274694747 |
| 2005-08-01 | 355.667735043231 |
| 2005-09-01 | 356.244212580910 |
| 2005-10-01 | 351.866382963710 |
| 2005-11-01 | 353.547696193662 |
| 2005-12-01 | 353.953363575463 |
| 2006-01-01 | 355.528091295982 |
| 2006-02-01 | 356.390076926798 |
| 2006-03-01 | 357.681463929545 |
| 2006-04-01 | 357.913860184192 |
| 2006-05-01 | 357.523036230535 |
| 2006-06-01 | 357.810214248671 |
| 2006-07-01 | 358.190236533034 |
| 2006-08-01 | 357.590207688123 |
| 2006-09-01 | 357.903671509694 |
| 2006-10-01 | 357.169251366821 |
| 2006-11-01 | 359.810617057543 |
| 2006-12-01 | 361.320391207823 |
| 2007-01-01 | 363.944120547775 |
| 2007-02-01 | 362.578674942958 |
| 2007-03-01 | 362.829275889675 |
| 2007-04-01 | 361.948080054311 |
| 2007-05-01 | 361.532147434450 |
| 2007-06-01 | 362.137393698671 |
| 2007-07-01 | 361.529636386400 |
| 2007-08-01 | 361.728232059289 |
| 2007-09-01 | 362.150401933587 |
| 2007-10-01 | 363.254466761438 |
| 2007-11-01 | 365.134934616490 |
| 2007-12-01 | 365.369707339715 |
| 2008-01-01 | 365.085689196033 |
| 2008-02-01 | 365.579462989081 |
| 2008-03-01 | 364.170685939228 |
| 2008-04-01 | 365.353304882088 |
| 2008-05-01 | 366.036215489692 |
| 2008-06-01 | 364.929048091665 |
| 2008-07-01 | 365.442400121654 |
| 2008-08-01 | 364.495788035518 |
| 2008-09-01 | 365.087891995784 |
| 2008-10-01 | 363.837846024515 |
| 2008-11-01 | 362.270254680435 |
| 2008-12-01 | 361.311540092393 |
| 2009-01-01 | 359.351332853765 |
| 2009-02-01 | 358.607706979891 |
| 2009-03-01 | 358.906112783875 |
| 2009-04-01 | 355.580263036523 |
| 2009-05-01 | 358.029596153526 |
| 2009-06-01 | 357.382090832139 |
| 2009-07-01 | 358.937206130330 |
| 2009-08-01 | 358.058004913471 |
| 2009-09-01 | 356.800073030528 |
| 2009-10-01 | 358.067325277885 |
| 2009-11-01 | 356.054262282574 |
| 2009-12-01 | 356.322985034390 |
| 2010-01-01 | 358.332036928265 |
| 2010-02-01 | 356.502043869131 |
| 2010-03-01 | 358.137363207561 |
| 2010-04-01 | 359.934840873252 |
| 2010-05-01 | 360.670013053075 |
| 2010-06-01 | 360.755302094439 |
| 2010-07-01 | 360.893067653664 |
| 2010-08-01 | 361.620040534861 |
| 2010-09-01 | 362.112186317041 |
| 2010-10-01 | 363.850886542119 |
| 2010-11-01 | 364.595942958070 |
| 2010-12-01 | 364.150276600203 |
| 2011-01-01 | 363.239828123668 |
| 2011-02-01 | 363.971546863143 |
| 2011-03-01 | 365.854251965817 |
| 2011-04-01 | 366.374623870272 |
| 2011-05-01 | 366.091492295438 |
| 2011-06-01 | 366.269747889245 |
| 2011-07-01 | 366.611519117234 |
| 2011-08-01 | 366.640900964743 |
| 2011-09-01 | 368.935685531392 |
| 2011-10-01 | 368.783561285118 |
| 2011-11-01 | 369.951658792263 |
| 2011-12-01 | 368.884669486270 |
| 2012-01-01 | 371.579769071149 |
| 2012-02-01 | 374.086763978576 |
| 2012-03-01 | 375.951805386626 |
| 2012-04-01 | 374.416877270527 |
| 2012-05-01 | 374.548071899826 |
| 2012-06-01 | 376.407070076865 |
| 2012-07-01 | 376.489041102213 |
| 2012-08-01 | 378.151957149228 |
| 2012-09-01 | 378.150359767061 |
| 2012-10-01 | 377.753222786397 |
| 2012-11-01 | 379.240580996909 |
| 2012-12-01 | 380.685918929328 |
| 2013-01-01 | 380.342308011694 |
| 2013-02-01 | 381.189061924433 |
| 2013-03-01 | 380.595916184984 |
| 2013-04-01 | 381.289422754801 |
| 2013-05-01 | 382.547445954002 |
| 2013-06-01 | 383.162334781893 |
| 2013-07-01 | 384.789176504610 |
| 2013-08-01 | 384.371640702655 |
| 2013-09-01 | 385.007144309016 |
| 2013-10-01 | 384.508697395113 |
| 2013-11-01 | 385.469833281648 |
| 2013-12-01 | 385.666229759530 |
| 2014-01-01 | 387.313452428248 |
| 2014-02-01 | 385.180631259134 |
| 2014-03-01 | 386.166683375004 |
| 2014-04-01 | 386.244605881600 |
| 2014-05-01 | 387.224279669887 |
| 2014-06-01 | 388.007031687863 |
| 2014-07-01 | 387.129988853367 |
| 2014-08-01 | 389.182218171879 |
| 2014-09-01 | 389.049434641608 |
| 2014-10-01 | 390.285105612537 |
| 2014-11-01 | 390.520260632858 |
| 2014-12-01 | 391.416639523640 |
| 2015-01-01 | 391.401569033028 |
| 2015-02-01 | 391.059963832429 |
| 2015-03-01 | 388.808775072667 |
| 2015-04-01 | 391.346478221905 |
| 2015-05-01 | 393.594398366303 |
| 2015-06-01 | 394.021679311120 |
| 2015-07-01 | 394.357916528230 |
| 2015-08-01 | 394.439340498182 |
| 2015-09-01 | 395.396541914779 |
| 2015-10-01 | 397.183516699701 |
| 2015-11-01 | 397.748571497961 |
| 2015-12-01 | 398.100144613604 |
| 2016-01-01 | 398.930356403830 |
| 2016-02-01 | 399.968819202991 |
| 2016-03-01 | 401.391261228409 |
| 2016-04-01 | 402.066751030944 |
| 2016-05-01 | 400.636557972458 |
| 2016-06-01 | 401.007927165330 |
| 2016-07-01 | 401.464764436791 |
| 2016-08-01 | 402.316398785503 |
| 2016-09-01 | 404.271390261025 |
| 2016-10-01 | 403.155094486180 |
| 2016-11-01 | 405.172929337213 |
| 2016-12-01 | 403.310701675086 |
| 2017-01-01 | 404.338962757718 |
| 2017-02-01 | 406.971288707818 |
| 2017-03-01 | 406.538161319485 |
| 2017-04-01 | 407.509972692381 |
| 2017-05-01 | 407.419378247806 |
| 2017-06-01 | 407.093255844078 |
| 2017-07-01 | 408.123823819745 |
| 2017-08-01 | 408.513520375836 |
| 2017-09-01 | 409.697146510542 |
| 2017-10-01 | 410.988221983244 |
| 2017-11-01 | 410.885619354056 |
| 2017-12-01 | 411.813837394736 |
| 2018-01-01 | 413.222894868066 |
| 2018-02-01 | 413.616711822944 |
| 2018-03-01 | 412.263716197924 |
| 2018-04-01 | 411.533487045366 |
| 2018-05-01 | 412.162907537978 |
| 2018-06-01 | 411.323469986984 |
| 2018-07-01 | 412.100717636250 |
| 2018-08-01 | 413.099008140685 |
| 2018-09-01 | 413.009939953986 |
| 2018-10-01 | 414.512269594026 |
| 2018-11-01 | 414.565504046690 |
| 2018-12-01 | 415.594007898599 |
| 2019-01-01 | 416.092551940243 |
| 2019-02-01 | 415.507868778708 |
| 2019-03-01 | 415.328164865643 |
| 2019-04-01 | 415.870041776224 |
| 2019-05-01 | 414.922630612560 |
| 2019-06-01 | 414.830618270106 |
| 2019-07-01 | 415.253218194694 |
| 2019-08-01 | 415.486250834819 |
| 2019-09-01 | 415.942175416426 |
| 2019-10-01 | 416.745679277647 |
| 2019-11-01 | 418.472162185703 |
| 2019-12-01 | 419.612605101185 |
| 2020-01-01 | 421.220375321080 |
| 2020-02-01 | 422.045522632144 |
| 2020-03-01 | 400.480611470782 |
| 2020-04-01 | 173.981406246210 |
| 2020-05-01 | 210.963129486015 |
| 2020-06-01 | 267.610416400710 |
| 2020-07-01 | 301.905064533368 |
| 2020-08-01 | 308.727317386064 |
| 2020-09-01 | 320.470614210828 |
| 2020-10-01 | 331.591055271628 |
| 2020-11-01 | 331.304531659792 |
| 2020-12-01 | 307.392589387926 |
| 2021-01-01 | 316.681672274535 |
| 2021-02-01 | 327.413935310983 |
| 2021-03-01 | 331.406385392410 |
| 2021-04-01 | 337.256156856168 |
| 2021-05-01 | 342.847240642376 |
| 2021-06-01 | 352.278944669377 |
| 2021-07-01 | 364.249321542245 |
| 2021-08-01 | 365.228330867166 |
| 2021-09-01 | 366.260649612417 |
| 2021-10-01 | 374.567153929504 |
| 2021-11-01 | 377.310255463172 |
| 2021-12-01 | 379.398665347771 |
| 2022-01-01 | 380.314652551802 |
| 2022-02-01 | 384.445499077492 |
| 2022-03-01 | 385.409999801689 |
| 2022-04-01 | 386.811449664924 |
| 2022-05-01 | 387.945494829272 |
| 2022-06-01 | 389.971486781693 |
| 2022-07-01 | 394.564639202616 |
| 2022-08-01 | 395.069148803500 |
| 2022-09-01 | 395.826320405100 |
| 2022-10-01 | 395.682620331403 |
| 2022-11-01 | 397.430572960773 |
| 2022-12-01 | 396.602216406437 |
| 2023-01-01 | 401.392468396917 |
| 2023-02-01 | 402.124324953604 |
| 2023-03-01 | 402.786199626562 |
| 2023-04-01 | 402.127684931392 |
| 2023-05-01 | 402.280532038787 |
| 2023-06-01 | 404.229676729851 |
| 2023-07-01 | 404.757567843515 |
| 2023-08-01 | 405.398151848681 |
| 2023-09-01 | 407.558532470703 |
| 2023-10-01 | 406.694672729168 |
| 2023-11-01 | 406.080774447489 |
| 2023-12-01 | 407.575902217603 |
| 2024-01-01 | 405.947540691211 |
| 2024-02-01 | 406.767660909029 |
| 2024-03-01 | 407.855140374636 |
| 2024-04-01 | 407.384302031765 |
| 2024-05-01 | 407.922944843200 |
| 2024-06-01 | 406.845093204073 |
| 2024-07-01 | 406.482289037126 |
| 2024-08-01 | 407.788675781149 |
| 2024-09-01 | 406.852205553182 |
| 2024-10-01 | 409.309746585793 |
| 2024-11-01 | 411.495295895584 |
| 2024-12-01 | 411.438584984026 |
| 2025-01-01 | 415.411886364663 |
| 2025-02-01 | 411.625843477954 |
| 2025-03-01 | 412.007644148024 |
| 2025-04-01 | 415.422175566313 |
| 2025-05-01 | 418.079251170148 |
| 2025-06-01 | 422.410994415316 |
| 2025-07-01 | 422.183580776352 |
| 2025-08-01 | 421.826694132839 |
| 2025-09-01 | 423.032956807479 |
| 2025-10-01 | 425.443546492756 |
| 2025-11-01 | 425.594854580109 |
| 2025-12-01 | 418.592502694283 |