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 2026-05-01 |
| Last Updated | 2026-06-24 10:04 AM 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 | 272.242618031625 |
| 1990-02-01 | 271.413996769310 |
| 1990-03-01 | 271.980036951785 |
| 1990-04-01 | 269.232608016283 |
| 1990-05-01 | 267.142243909092 |
| 1990-06-01 | 269.234616106058 |
| 1990-07-01 | 270.163499750903 |
| 1990-08-01 | 271.119098954588 |
| 1990-09-01 | 271.226604763295 |
| 1990-10-01 | 270.381342717119 |
| 1990-11-01 | 270.388073018770 |
| 1990-12-01 | 271.490612436182 |
| 1991-01-01 | 272.822389979818 |
| 1991-02-01 | 273.703815322858 |
| 1991-03-01 | 273.771498183898 |
| 1991-04-01 | 273.497810950584 |
| 1991-05-01 | 272.341017654364 |
| 1991-06-01 | 273.943424073543 |
| 1991-07-01 | 275.012159461921 |
| 1991-08-01 | 275.594694310412 |
| 1991-09-01 | 275.107633333546 |
| 1991-10-01 | 273.137247853101 |
| 1991-11-01 | 275.602962480811 |
| 1991-12-01 | 276.050301210806 |
| 1992-01-01 | 275.606951939629 |
| 1992-02-01 | 275.502916333622 |
| 1992-03-01 | 275.851020316566 |
| 1992-04-01 | 276.192190399731 |
| 1992-05-01 | 276.571657246972 |
| 1992-06-01 | 276.014722288557 |
| 1992-07-01 | 277.592173521290 |
| 1992-08-01 | 278.130853318562 |
| 1992-09-01 | 279.252854808460 |
| 1992-10-01 | 282.244912833107 |
| 1992-11-01 | 281.853537575183 |
| 1992-12-01 | 281.755324464487 |
| 1993-01-01 | 283.246438391213 |
| 1993-02-01 | 284.417915143606 |
| 1993-03-01 | 280.401518274585 |
| 1993-04-01 | 285.561965981855 |
| 1993-05-01 | 286.010518179418 |
| 1993-06-01 | 286.915499441419 |
| 1993-07-01 | 286.279841490906 |
| 1993-08-01 | 285.861330348884 |
| 1993-09-01 | 286.343507355939 |
| 1993-10-01 | 287.304941637849 |
| 1993-11-01 | 287.058488028591 |
| 1993-12-01 | 289.104907413715 |
| 1994-01-01 | 286.342979986839 |
| 1994-02-01 | 283.778292450708 |
| 1994-03-01 | 284.960867948092 |
| 1994-04-01 | 287.456488103369 |
| 1994-05-01 | 288.400380776013 |
| 1994-06-01 | 288.800322216812 |
| 1994-07-01 | 288.558969974344 |
| 1994-08-01 | 288.844201893237 |
| 1994-09-01 | 289.719792176021 |
| 1994-10-01 | 289.204104636458 |
| 1994-11-01 | 289.782387177465 |
| 1994-12-01 | 291.152574290517 |
| 1995-01-01 | 293.587950812453 |
| 1995-02-01 | 293.541153305250 |
| 1995-03-01 | 294.610993226763 |
| 1995-04-01 | 295.836266746420 |
| 1995-05-01 | 296.440739082525 |
| 1995-06-01 | 297.460378257837 |
| 1995-07-01 | 298.363026785298 |
| 1995-08-01 | 299.809851949746 |
| 1995-09-01 | 302.434591026281 |
| 1995-10-01 | 301.863327255529 |
| 1995-11-01 | 302.433309300407 |
| 1995-12-01 | 301.543530519447 |
| 1996-01-01 | 298.220362112340 |
| 1996-02-01 | 301.211213082629 |
| 1996-03-01 | 302.367555653459 |
| 1996-04-01 | 303.437169837910 |
| 1996-05-01 | 304.135942052622 |
| 1996-06-01 | 304.480804393674 |
| 1996-07-01 | 304.364870346073 |
| 1996-08-01 | 304.901581008510 |
| 1996-09-01 | 304.616631819292 |
| 1996-10-01 | 304.913072961082 |
| 1996-11-01 | 305.651543073609 |
| 1996-12-01 | 307.218943476149 |
| 1997-01-01 | 307.992873241450 |
| 1997-02-01 | 308.030587935473 |
| 1997-03-01 | 307.326508568443 |
| 1997-04-01 | 307.943249650389 |
| 1997-05-01 | 308.492300442460 |
| 1997-06-01 | 308.658252055211 |
| 1997-07-01 | 309.885596395495 |
| 1997-08-01 | 311.471073040191 |
| 1997-09-01 | 313.308042840015 |
| 1997-10-01 | 311.150823426966 |
| 1997-11-01 | 311.979012551610 |
| 1997-12-01 | 312.034839137674 |
| 1998-01-01 | 312.704114113328 |
| 1998-02-01 | 313.171246949103 |
| 1998-03-01 | 313.520368681302 |
| 1998-04-01 | 311.095177614542 |
| 1998-05-01 | 312.279220765496 |
| 1998-06-01 | 312.140779022416 |
| 1998-07-01 | 312.409527658290 |
| 1998-08-01 | 312.106563044566 |
| 1998-09-01 | 313.062877999080 |
| 1998-10-01 | 315.055516626520 |
| 1998-11-01 | 315.126941906951 |
| 1998-12-01 | 316.688717487134 |
| 1999-01-01 | 316.711484073690 |
| 1999-02-01 | 318.211482879742 |
| 1999-03-01 | 318.049017268860 |
| 1999-04-01 | 320.391092905773 |
| 1999-05-01 | 321.180821575642 |
| 1999-06-01 | 322.882507415406 |
| 1999-07-01 | 323.073014597854 |
| 1999-08-01 | 322.083212034798 |
| 1999-09-01 | 319.458604444778 |
| 1999-10-01 | 323.101556335415 |
| 1999-11-01 | 323.205985550300 |
| 1999-12-01 | 326.302119425768 |
| 2000-01-01 | 323.274837030438 |
| 2000-02-01 | 322.167706376835 |
| 2000-03-01 | 325.081471517925 |
| 2000-04-01 | 325.569701130902 |
| 2000-05-01 | 324.011201943275 |
| 2000-06-01 | 324.772955871997 |
| 2000-07-01 | 325.687371215967 |
| 2000-08-01 | 325.587396102144 |
| 2000-09-01 | 326.448883936179 |
| 2000-10-01 | 326.715916403865 |
| 2000-11-01 | 327.375127698303 |
| 2000-12-01 | 328.388253825116 |
| 2001-01-01 | 328.375480117139 |
| 2001-02-01 | 330.175471172300 |
| 2001-03-01 | 330.633576842516 |
| 2001-04-01 | 330.120927331155 |
| 2001-05-01 | 331.134158878123 |
| 2001-06-01 | 332.058495013687 |
| 2001-07-01 | 332.664713131765 |
| 2001-08-01 | 332.553530135556 |
| 2001-09-01 | 330.748494434461 |
| 2001-10-01 | 330.492369805976 |
| 2001-11-01 | 333.030715389200 |
| 2001-12-01 | 333.733024859759 |
| 2002-01-01 | 336.192041644442 |
| 2002-02-01 | 337.302998949411 |
| 2002-03-01 | 338.303410614592 |
| 2002-04-01 | 338.678285893619 |
| 2002-05-01 | 339.867557641847 |
| 2002-06-01 | 339.543167011360 |
| 2002-07-01 | 339.871873398238 |
| 2002-08-01 | 341.114575131902 |
| 2002-09-01 | 341.813663194165 |
| 2002-10-01 | 342.387232544504 |
| 2002-11-01 | 343.394509779219 |
| 2002-12-01 | 342.670437791284 |
| 2003-01-01 | 343.034669137542 |
| 2003-02-01 | 341.109048673718 |
| 2003-03-01 | 341.604366768100 |
| 2003-04-01 | 342.273907180020 |
| 2003-05-01 | 342.618895994643 |
| 2003-06-01 | 343.557626862850 |
| 2003-07-01 | 343.868654317713 |
| 2003-08-01 | 344.936692258771 |
| 2003-09-01 | 345.873226167865 |
| 2003-10-01 | 345.640328702599 |
| 2003-11-01 | 346.357317118507 |
| 2003-12-01 | 347.081511681440 |
| 2004-01-01 | 346.965432967344 |
| 2004-02-01 | 345.422689701957 |
| 2004-03-01 | 346.546668561566 |
| 2004-04-01 | 346.684909318074 |
| 2004-05-01 | 347.768128429972 |
| 2004-06-01 | 346.578839168173 |
| 2004-07-01 | 348.874366137499 |
| 2004-08-01 | 350.451737467471 |
| 2004-09-01 | 351.711863134958 |
| 2004-10-01 | 352.151063998662 |
| 2004-11-01 | 352.604661547528 |
| 2004-12-01 | 352.824144069106 |
| 2005-01-01 | 351.857719385917 |
| 2005-02-01 | 352.349191073793 |
| 2005-03-01 | 352.421262423259 |
| 2005-04-01 | 354.099528454749 |
| 2005-05-01 | 354.554165307967 |
| 2005-06-01 | 355.484469854638 |
| 2005-07-01 | 355.412273251315 |
| 2005-08-01 | 355.667735159743 |
| 2005-09-01 | 356.244215017134 |
| 2005-10-01 | 351.866386070912 |
| 2005-11-01 | 353.547697374158 |
| 2005-12-01 | 353.953360976196 |
| 2006-01-01 | 355.528086018105 |
| 2006-02-01 | 356.390073463552 |
| 2006-03-01 | 357.681468471556 |
| 2006-04-01 | 357.913859497174 |
| 2006-05-01 | 357.523037678320 |
| 2006-06-01 | 357.810216894437 |
| 2006-07-01 | 358.190222712219 |
| 2006-08-01 | 357.590217141383 |
| 2006-09-01 | 357.903685572930 |
| 2006-10-01 | 357.169260321326 |
| 2006-11-01 | 359.810618284911 |
| 2006-12-01 | 361.320381479505 |
| 2007-01-01 | 363.944106284885 |
| 2007-02-01 | 362.578646029976 |
| 2007-03-01 | 362.829285439644 |
| 2007-04-01 | 361.948084811393 |
| 2007-05-01 | 361.532155532864 |
| 2007-06-01 | 362.137401709168 |
| 2007-07-01 | 361.529615554525 |
| 2007-08-01 | 361.728260848931 |
| 2007-09-01 | 362.150431441637 |
| 2007-10-01 | 363.254485256748 |
| 2007-11-01 | 365.134945775525 |
| 2007-12-01 | 365.369710339837 |
| 2008-01-01 | 365.085562619467 |
| 2008-02-01 | 365.579434402047 |
| 2008-03-01 | 364.170712435010 |
| 2008-04-01 | 365.353316012446 |
| 2008-05-01 | 366.036223387731 |
| 2008-06-01 | 364.929061358024 |
| 2008-07-01 | 365.442378885302 |
| 2008-08-01 | 364.495855970392 |
| 2008-09-01 | 365.087972707066 |
| 2008-10-01 | 363.837914073044 |
| 2008-11-01 | 362.270302119212 |
| 2008-12-01 | 361.311498746461 |
| 2009-01-01 | 359.351049753797 |
| 2009-02-01 | 358.607561418210 |
| 2009-03-01 | 358.906208845600 |
| 2009-04-01 | 355.580266285293 |
| 2009-05-01 | 358.029611814772 |
| 2009-06-01 | 357.382128149282 |
| 2009-07-01 | 358.937229526298 |
| 2009-08-01 | 358.058139398499 |
| 2009-09-01 | 356.800250240290 |
| 2009-10-01 | 358.067513784692 |
| 2009-11-01 | 356.054387969079 |
| 2009-12-01 | 356.322766980382 |
| 2010-01-01 | 358.331521814945 |
| 2010-02-01 | 356.501715829012 |
| 2010-03-01 | 358.137478394631 |
| 2010-04-01 | 359.934851572033 |
| 2010-05-01 | 360.670089296499 |
| 2010-06-01 | 360.755392739865 |
| 2010-07-01 | 360.893143410790 |
| 2010-08-01 | 361.620298887295 |
| 2010-09-01 | 362.112522837014 |
| 2010-10-01 | 363.851217673810 |
| 2010-11-01 | 364.596250583274 |
| 2010-12-01 | 364.150175830742 |
| 2011-01-01 | 363.238868828716 |
| 2011-02-01 | 363.970140593251 |
| 2011-03-01 | 365.854665922159 |
| 2011-04-01 | 366.374688455765 |
| 2011-05-01 | 366.091525270379 |
| 2011-06-01 | 366.269863178700 |
| 2011-07-01 | 366.611885699404 |
| 2011-08-01 | 366.641669146331 |
| 2011-09-01 | 368.936557073948 |
| 2011-10-01 | 368.784370655686 |
| 2011-11-01 | 369.952220553040 |
| 2011-12-01 | 368.884376050235 |
| 2012-01-01 | 371.577658924624 |
| 2012-02-01 | 374.083562323560 |
| 2012-03-01 | 375.952291510859 |
| 2012-04-01 | 374.416651897998 |
| 2012-05-01 | 374.548034039532 |
| 2012-06-01 | 376.407465917891 |
| 2012-07-01 | 376.490298075743 |
| 2012-08-01 | 378.154272081908 |
| 2012-09-01 | 378.152969557021 |
| 2012-10-01 | 377.755543106735 |
| 2012-11-01 | 379.241497934841 |
| 2012-12-01 | 380.684345692948 |
| 2013-01-01 | 380.337127162799 |
| 2013-02-01 | 381.182055684417 |
| 2013-03-01 | 380.595215181155 |
| 2013-04-01 | 381.288690423897 |
| 2013-05-01 | 382.548311501997 |
| 2013-06-01 | 383.164503784618 |
| 2013-07-01 | 384.792107443645 |
| 2013-08-01 | 384.376389504673 |
| 2013-09-01 | 385.016236563129 |
| 2013-10-01 | 384.514675389776 |
| 2013-11-01 | 385.466441802268 |
| 2013-12-01 | 385.660929339038 |
| 2014-01-01 | 387.309661447845 |
| 2014-02-01 | 385.153200764002 |
| 2014-03-01 | 386.168828888919 |
| 2014-04-01 | 386.247322789843 |
| 2014-05-01 | 387.228767742022 |
| 2014-06-01 | 388.012365442565 |
| 2014-07-01 | 387.136664013937 |
| 2014-08-01 | 389.191630711262 |
| 2014-09-01 | 389.066003779064 |
| 2014-10-01 | 390.295132035552 |
| 2014-11-01 | 390.513640546451 |
| 2014-12-01 | 391.408857721602 |
| 2015-01-01 | 391.382208493437 |
| 2015-02-01 | 391.004783499824 |
| 2015-03-01 | 388.816245566572 |
| 2015-04-01 | 391.355693217276 |
| 2015-05-01 | 393.606016373660 |
| 2015-06-01 | 394.045412914381 |
| 2015-07-01 | 394.372352805555 |
| 2015-08-01 | 394.456977464880 |
| 2015-09-01 | 395.424019220307 |
| 2015-10-01 | 397.195904196460 |
| 2015-11-01 | 397.730503169559 |
| 2015-12-01 | 398.077383654758 |
| 2016-01-01 | 398.880032522404 |
| 2016-02-01 | 399.870420611339 |
| 2016-03-01 | 401.391606484780 |
| 2016-04-01 | 402.120594935059 |
| 2016-05-01 | 400.661865551543 |
| 2016-06-01 | 401.063190715537 |
| 2016-07-01 | 401.501219705865 |
| 2016-08-01 | 402.350945932168 |
| 2016-09-01 | 404.307801583670 |
| 2016-10-01 | 403.161332226170 |
| 2016-11-01 | 405.133313998641 |
| 2016-12-01 | 403.254441768265 |
| 2017-01-01 | 404.231047168654 |
| 2017-02-01 | 406.825629729233 |
| 2017-03-01 | 406.501630357319 |
| 2017-04-01 | 407.641000817070 |
| 2017-05-01 | 407.478505625776 |
| 2017-06-01 | 407.210364815186 |
| 2017-07-01 | 408.212894768358 |
| 2017-08-01 | 408.564988912294 |
| 2017-09-01 | 409.734861779930 |
| 2017-10-01 | 410.990694571622 |
| 2017-11-01 | 410.806266660261 |
| 2017-12-01 | 411.675799289254 |
| 2018-01-01 | 413.015752251434 |
| 2018-02-01 | 413.481517255971 |
| 2018-03-01 | 412.083614428388 |
| 2018-04-01 | 411.858101632196 |
| 2018-05-01 | 412.263398014183 |
| 2018-06-01 | 411.500637996687 |
| 2018-07-01 | 412.270388560941 |
| 2018-08-01 | 413.173611236107 |
| 2018-09-01 | 413.023790261069 |
| 2018-10-01 | 414.498201861927 |
| 2018-11-01 | 414.443229776876 |
| 2018-12-01 | 415.355501708715 |
| 2019-01-01 | 415.749082749111 |
| 2019-02-01 | 415.472874018714 |
| 2019-03-01 | 414.996773653250 |
| 2019-04-01 | 416.351123342008 |
| 2019-05-01 | 415.070928941035 |
| 2019-06-01 | 415.065631686831 |
| 2019-07-01 | 415.516490140012 |
| 2019-08-01 | 415.574496027715 |
| 2019-09-01 | 415.920729443240 |
| 2019-10-01 | 416.712357563551 |
| 2019-11-01 | 418.312588137804 |
| 2019-12-01 | 419.246415228538 |
| 2020-01-01 | 420.777521061869 |
| 2020-02-01 | 422.143047113829 |
| 2020-03-01 | 400.028449949054 |
| 2020-04-01 | 174.592133270240 |
| 2020-05-01 | 211.149824457240 |
| 2020-06-01 | 267.870867934517 |
| 2020-07-01 | 302.237453975980 |
| 2020-08-01 | 308.830741916880 |
| 2020-09-01 | 320.405192009125 |
| 2020-10-01 | 331.520739463513 |
| 2020-11-01 | 331.118694960461 |
| 2020-12-01 | 306.959846356037 |
| 2021-01-01 | 316.129209568930 |
| 2021-02-01 | 327.637394708391 |
| 2021-03-01 | 330.979954343776 |
| 2021-04-01 | 337.867085325250 |
| 2021-05-01 | 343.075604590581 |
| 2021-06-01 | 352.545016154467 |
| 2021-07-01 | 364.660704248640 |
| 2021-08-01 | 365.335888003899 |
| 2021-09-01 | 366.082378293387 |
| 2021-10-01 | 374.484320484883 |
| 2021-11-01 | 377.164975357232 |
| 2021-12-01 | 378.816822991580 |
| 2022-01-01 | 379.661958880590 |
| 2022-02-01 | 384.822153118527 |
| 2022-03-01 | 385.130207836339 |
| 2022-04-01 | 387.354503122223 |
| 2022-05-01 | 388.184296709407 |
| 2022-06-01 | 390.251181761768 |
| 2022-07-01 | 395.151960981381 |
| 2022-08-01 | 395.082158245275 |
| 2022-09-01 | 395.502984412226 |
| 2022-10-01 | 395.643523639175 |
| 2022-11-01 | 397.264474697769 |
| 2022-12-01 | 395.832877879698 |
| 2023-01-01 | 400.637028855285 |
| 2023-02-01 | 402.653085032010 |
| 2023-03-01 | 402.784385624846 |
| 2023-04-01 | 402.580371572506 |
| 2023-05-01 | 402.501581125476 |
| 2023-06-01 | 404.567291739986 |
| 2023-07-01 | 405.565933701650 |
| 2023-08-01 | 405.255405707735 |
| 2023-09-01 | 407.059443510363 |
| 2023-10-01 | 406.704936126272 |
| 2023-11-01 | 405.858137815609 |
| 2023-12-01 | 406.542533977175 |
| 2024-01-01 | 405.154436061320 |
| 2024-02-01 | 407.409480034067 |
| 2024-03-01 | 408.189259307250 |
| 2024-04-01 | 407.808676493272 |
| 2024-05-01 | 408.105134432712 |
| 2024-06-01 | 407.559032818137 |
| 2024-07-01 | 407.109473582811 |
| 2024-08-01 | 407.348869296949 |
| 2024-09-01 | 406.916640119722 |
| 2024-10-01 | 407.668207158166 |
| 2024-11-01 | 407.737215030724 |
| 2024-12-01 | 408.610459674779 |
| 2025-01-01 | 408.167197545038 |
| 2025-02-01 | 407.243720227789 |
| 2025-03-01 | 408.033048558003 |
| 2025-04-01 | 409.615452949094 |
| 2025-05-01 | 410.518048857077 |
| 2025-06-01 | 410.796400263812 |
| 2025-07-01 | 409.668493200399 |
| 2025-08-01 | 412.349106386722 |
| 2025-09-01 | 412.260642001773 |
| 2025-10-01 | 413.822438625502 |
| 2025-11-01 | 415.154442452637 |
| 2025-12-01 | 409.362138649167 |
| 2026-01-01 | 415.357268683843 |
| 2026-02-01 | 414.471751461094 |
| 2026-03-01 | 409.001827038631 |
| 2026-04-01 | 414.426350993290 |
| 2026-05-01 | 415.924922914025 |