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 2026-06-01 |
| Last Updated | 2026-07-22 9:57 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 | 272.242615385119 |
| 1990-02-01 | 271.413993895898 |
| 1990-03-01 | 271.980077424239 |
| 1990-04-01 | 269.232605288767 |
| 1990-05-01 | 267.142229995724 |
| 1990-06-01 | 269.234613920913 |
| 1990-07-01 | 270.163497763126 |
| 1990-08-01 | 271.119096965162 |
| 1990-09-01 | 271.226602346856 |
| 1990-10-01 | 270.381339283671 |
| 1990-11-01 | 270.388069855536 |
| 1990-12-01 | 271.490609397470 |
| 1991-01-01 | 272.822386359335 |
| 1991-02-01 | 273.703810751703 |
| 1991-03-01 | 273.771543539276 |
| 1991-04-01 | 273.497806551610 |
| 1991-05-01 | 272.341004054330 |
| 1991-06-01 | 273.943421421107 |
| 1991-07-01 | 275.012157198881 |
| 1991-08-01 | 275.594691924903 |
| 1991-09-01 | 275.107630771811 |
| 1991-10-01 | 273.137244558225 |
| 1991-11-01 | 275.602959315408 |
| 1991-12-01 | 276.050298349119 |
| 1992-01-01 | 275.606947522042 |
| 1992-02-01 | 275.502911194104 |
| 1992-03-01 | 275.851067671208 |
| 1992-04-01 | 276.192185568158 |
| 1992-05-01 | 276.571644682441 |
| 1992-06-01 | 276.014719184063 |
| 1992-07-01 | 277.592170680078 |
| 1992-08-01 | 278.130850255558 |
| 1992-09-01 | 279.252852216109 |
| 1992-10-01 | 282.244909665895 |
| 1992-11-01 | 281.853535322631 |
| 1992-12-01 | 281.755321813794 |
| 1993-01-01 | 283.246433718921 |
| 1993-02-01 | 284.417910814775 |
| 1993-03-01 | 280.401561801692 |
| 1993-04-01 | 285.561961637215 |
| 1993-05-01 | 286.010508809593 |
| 1993-06-01 | 286.915495680540 |
| 1993-07-01 | 286.279837962896 |
| 1993-08-01 | 285.861326953101 |
| 1993-09-01 | 286.343505005162 |
| 1993-10-01 | 287.304938797394 |
| 1993-11-01 | 287.058487161803 |
| 1993-12-01 | 289.104905251330 |
| 1994-01-01 | 286.342974922224 |
| 1994-02-01 | 283.778288164044 |
| 1994-03-01 | 284.960907053877 |
| 1994-04-01 | 287.456483601418 |
| 1994-05-01 | 288.400374016478 |
| 1994-06-01 | 288.800318430940 |
| 1994-07-01 | 288.558966381241 |
| 1994-08-01 | 288.844198386031 |
| 1994-09-01 | 289.719790379297 |
| 1994-10-01 | 289.204102468432 |
| 1994-11-01 | 289.782387729647 |
| 1994-12-01 | 291.152572779232 |
| 1995-01-01 | 293.587946366224 |
| 1995-02-01 | 293.541150087209 |
| 1995-03-01 | 294.611022254710 |
| 1995-04-01 | 295.836263203364 |
| 1995-05-01 | 296.440735460395 |
| 1995-06-01 | 297.460374836658 |
| 1995-07-01 | 298.363023569747 |
| 1995-08-01 | 299.809848947403 |
| 1995-09-01 | 302.434589927822 |
| 1995-10-01 | 301.863326023341 |
| 1995-11-01 | 302.433310679368 |
| 1995-12-01 | 301.543529763539 |
| 1996-01-01 | 298.220358945592 |
| 1996-02-01 | 301.211211623498 |
| 1996-03-01 | 302.367572130680 |
| 1996-04-01 | 303.437168401983 |
| 1996-05-01 | 304.135940038457 |
| 1996-06-01 | 304.480802153653 |
| 1996-07-01 | 304.364868056942 |
| 1996-08-01 | 304.901578850010 |
| 1996-09-01 | 304.616631436465 |
| 1996-10-01 | 304.913072365246 |
| 1996-11-01 | 305.651544915781 |
| 1996-12-01 | 307.218943125965 |
| 1997-01-01 | 307.992871693417 |
| 1997-02-01 | 308.030588481576 |
| 1997-03-01 | 307.326512809257 |
| 1997-04-01 | 307.943250504146 |
| 1997-05-01 | 308.492299992409 |
| 1997-06-01 | 308.658250889591 |
| 1997-07-01 | 309.885595041642 |
| 1997-08-01 | 311.471071999680 |
| 1997-09-01 | 313.308042853882 |
| 1997-10-01 | 311.150823177492 |
| 1997-11-01 | 311.979014044701 |
| 1997-12-01 | 312.034838990724 |
| 1998-01-01 | 312.704113305470 |
| 1998-02-01 | 313.171247309736 |
| 1998-03-01 | 313.520369166909 |
| 1998-04-01 | 311.095178409760 |
| 1998-05-01 | 312.279220681331 |
| 1998-06-01 | 312.140778604303 |
| 1998-07-01 | 312.409527136248 |
| 1998-08-01 | 312.106562682831 |
| 1998-09-01 | 313.062878131726 |
| 1998-10-01 | 315.055516551242 |
| 1998-11-01 | 315.126942724265 |
| 1998-12-01 | 316.688717421168 |
| 1999-01-01 | 316.711483704169 |
| 1999-02-01 | 318.211482759283 |
| 1999-03-01 | 318.049017184550 |
| 1999-04-01 | 320.391093367570 |
| 1999-05-01 | 321.180821502961 |
| 1999-06-01 | 322.882507340502 |
| 1999-07-01 | 323.073014506539 |
| 1999-08-01 | 322.083211978042 |
| 1999-09-01 | 319.458604470672 |
| 1999-10-01 | 323.101556406740 |
| 1999-11-01 | 323.205985623170 |
| 1999-12-01 | 326.302119433306 |
| 2000-01-01 | 323.274836954163 |
| 2000-02-01 | 322.167706251449 |
| 2000-03-01 | 325.081471411527 |
| 2000-04-01 | 325.569701459014 |
| 2000-05-01 | 324.011201911543 |
| 2000-06-01 | 324.772955849778 |
| 2000-07-01 | 325.687371195564 |
| 2000-08-01 | 325.587396080198 |
| 2000-09-01 | 326.448883922045 |
| 2000-10-01 | 326.715916399924 |
| 2000-11-01 | 327.375127701125 |
| 2000-12-01 | 328.388253815667 |
| 2001-01-01 | 328.375480088228 |
| 2001-02-01 | 330.175471128208 |
| 2001-03-01 | 330.633576807359 |
| 2001-04-01 | 330.120927545382 |
| 2001-05-01 | 331.134158861169 |
| 2001-06-01 | 332.058494998036 |
| 2001-07-01 | 332.664713114776 |
| 2001-08-01 | 332.553530115544 |
| 2001-09-01 | 330.748494404912 |
| 2001-10-01 | 330.492369790385 |
| 2001-11-01 | 333.030715383894 |
| 2001-12-01 | 333.733024853678 |
| 2002-01-01 | 336.192041638561 |
| 2002-02-01 | 337.302998946982 |
| 2002-03-01 | 338.303410622902 |
| 2002-04-01 | 338.678285964446 |
| 2002-05-01 | 339.867557647754 |
| 2002-06-01 | 339.543167007160 |
| 2002-07-01 | 339.871873384604 |
| 2002-08-01 | 341.114575116257 |
| 2002-09-01 | 341.813663177223 |
| 2002-10-01 | 342.387232536589 |
| 2002-11-01 | 343.394509777632 |
| 2002-12-01 | 342.670437791284 |
| 2003-01-01 | 343.034669137261 |
| 2003-02-01 | 341.109048673544 |
| 2003-03-01 | 341.604366770144 |
| 2003-04-01 | 342.273907212412 |
| 2003-05-01 | 342.618895995504 |
| 2003-06-01 | 343.557626860744 |
| 2003-07-01 | 343.868654311972 |
| 2003-08-01 | 344.936692252195 |
| 2003-09-01 | 345.873226160269 |
| 2003-10-01 | 345.640328697785 |
| 2003-11-01 | 346.357317119868 |
| 2003-12-01 | 347.081511682522 |
| 2004-01-01 | 346.965432968289 |
| 2004-02-01 | 345.422689702855 |
| 2004-03-01 | 346.546668562005 |
| 2004-04-01 | 346.684909320215 |
| 2004-05-01 | 347.768128433728 |
| 2004-06-01 | 346.578839172464 |
| 2004-07-01 | 348.874366139347 |
| 2004-08-01 | 350.451737466517 |
| 2004-09-01 | 351.711863130649 |
| 2004-10-01 | 352.151063989814 |
| 2004-11-01 | 352.604661544602 |
| 2004-12-01 | 352.824144069437 |
| 2005-01-01 | 351.857719390492 |
| 2005-02-01 | 352.349191078336 |
| 2005-03-01 | 352.421262416112 |
| 2005-04-01 | 354.099528456363 |
| 2005-05-01 | 354.554165313781 |
| 2005-06-01 | 355.484469865622 |
| 2005-07-01 | 355.412273260576 |
| 2005-08-01 | 355.667735159185 |
| 2005-09-01 | 356.244215003487 |
| 2005-10-01 | 351.866386041872 |
| 2005-11-01 | 353.547697357390 |
| 2005-12-01 | 353.953360978984 |
| 2006-01-01 | 355.528086037624 |
| 2006-02-01 | 356.390073484375 |
| 2006-03-01 | 357.681468470088 |
| 2006-04-01 | 357.913859508541 |
| 2006-05-01 | 357.523037691951 |
| 2006-06-01 | 357.810216910121 |
| 2006-07-01 | 358.190222795956 |
| 2006-08-01 | 357.590217107002 |
| 2006-09-01 | 357.903685493983 |
| 2006-10-01 | 357.169260173457 |
| 2006-11-01 | 359.810618195977 |
| 2006-12-01 | 361.320381459116 |
| 2007-01-01 | 363.944106340272 |
| 2007-02-01 | 362.578646329288 |
| 2007-03-01 | 362.829285490812 |
| 2007-04-01 | 361.948084848388 |
| 2007-05-01 | 361.532155539655 |
| 2007-06-01 | 362.137401700382 |
| 2007-07-01 | 361.529615664431 |
| 2007-08-01 | 361.728260707530 |
| 2007-09-01 | 362.150431218000 |
| 2007-10-01 | 363.254484876234 |
| 2007-11-01 | 365.134945503751 |
| 2007-12-01 | 365.369710258366 |
| 2008-01-01 | 365.085563011891 |
| 2008-02-01 | 365.579435106448 |
| 2008-03-01 | 364.170712652936 |
| 2008-04-01 | 365.353316101799 |
| 2008-05-01 | 366.036223358794 |
| 2008-06-01 | 364.929061311916 |
| 2008-07-01 | 365.442379090954 |
| 2008-08-01 | 364.495855700864 |
| 2008-09-01 | 365.087972224740 |
| 2008-10-01 | 363.837913246980 |
| 2008-11-01 | 362.270301300250 |
| 2008-12-01 | 361.311498058211 |
| 2009-01-01 | 359.351049867617 |
| 2009-02-01 | 358.607564710684 |
| 2009-03-01 | 358.906209547924 |
| 2009-04-01 | 355.580266173532 |
| 2009-05-01 | 358.029611629463 |
| 2009-06-01 | 357.382127969695 |
| 2009-07-01 | 358.937229662486 |
| 2009-08-01 | 358.058138950579 |
| 2009-09-01 | 356.800249556592 |
| 2009-10-01 | 358.067512105632 |
| 2009-11-01 | 356.054385715408 |
| 2009-12-01 | 356.322765787797 |
| 2010-01-01 | 358.331521593054 |
| 2010-02-01 | 356.501722162248 |
| 2010-03-01 | 358.137480546216 |
| 2010-04-01 | 359.934851861255 |
| 2010-05-01 | 360.670088814273 |
| 2010-06-01 | 360.755391860680 |
| 2010-07-01 | 360.893143753521 |
| 2010-08-01 | 361.620298436526 |
| 2010-09-01 | 362.112521055302 |
| 2010-10-01 | 363.851215307722 |
| 2010-11-01 | 364.596247920739 |
| 2010-12-01 | 364.150174826711 |
| 2011-01-01 | 363.238852826748 |
| 2011-02-01 | 363.970168870803 |
| 2011-03-01 | 365.854667306029 |
| 2011-04-01 | 366.374687564373 |
| 2011-05-01 | 366.091523953068 |
| 2011-06-01 | 366.269861333615 |
| 2011-07-01 | 366.611884465068 |
| 2011-08-01 | 366.641667421846 |
| 2011-09-01 | 368.936554620976 |
| 2011-10-01 | 368.784369718757 |
| 2011-11-01 | 369.952220456014 |
| 2011-12-01 | 368.884377033381 |
| 2012-01-01 | 371.577626397189 |
| 2012-02-01 | 374.083606740458 |
| 2012-03-01 | 375.952293479639 |
| 2012-04-01 | 374.416647821339 |
| 2012-05-01 | 374.548030563299 |
| 2012-06-01 | 376.407461249661 |
| 2012-07-01 | 376.490293394370 |
| 2012-08-01 | 378.154268582223 |
| 2012-09-01 | 378.152968850688 |
| 2012-10-01 | 377.755554356275 |
| 2012-11-01 | 379.241513644256 |
| 2012-12-01 | 380.684353364245 |
| 2013-01-01 | 380.337070599119 |
| 2013-02-01 | 381.182100328823 |
| 2013-03-01 | 380.595202900851 |
| 2013-04-01 | 381.288677108028 |
| 2013-05-01 | 382.548308750839 |
| 2013-06-01 | 383.164502730599 |
| 2013-07-01 | 384.792106420899 |
| 2013-08-01 | 384.376403844103 |
| 2013-09-01 | 385.016237259218 |
| 2013-10-01 | 384.514704995772 |
| 2013-11-01 | 385.466460606789 |
| 2013-12-01 | 385.660970581753 |
| 2014-01-01 | 387.309577461907 |
| 2014-02-01 | 385.153104090418 |
| 2014-03-01 | 386.168848328775 |
| 2014-04-01 | 386.247356157246 |
| 2014-05-01 | 387.228806353452 |
| 2014-06-01 | 388.012384139672 |
| 2014-07-01 | 387.136657336308 |
| 2014-08-01 | 389.191651280562 |
| 2014-09-01 | 389.066005424568 |
| 2014-10-01 | 390.295150944452 |
| 2014-11-01 | 390.513622768444 |
| 2014-12-01 | 391.408909676116 |
| 2015-01-01 | 391.382251609289 |
| 2015-02-01 | 391.004207862749 |
| 2015-03-01 | 388.816467021281 |
| 2015-04-01 | 391.355939749435 |
| 2015-05-01 | 393.606200183289 |
| 2015-06-01 | 394.045343665050 |
| 2015-07-01 | 394.372321154122 |
| 2015-08-01 | 394.456954310477 |
| 2015-09-01 | 395.423987702395 |
| 2015-10-01 | 397.195859632450 |
| 2015-11-01 | 397.730396360955 |
| 2015-12-01 | 398.077492485522 |
| 2016-01-01 | 398.880281731956 |
| 2016-02-01 | 399.869270328849 |
| 2016-03-01 | 401.391723241175 |
| 2016-04-01 | 402.122222626169 |
| 2016-05-01 | 400.661679729375 |
| 2016-06-01 | 401.062652675228 |
| 2016-07-01 | 401.501001631711 |
| 2016-08-01 | 402.350884899597 |
| 2016-09-01 | 404.307834335527 |
| 2016-10-01 | 403.161445181693 |
| 2016-11-01 | 405.133362543341 |
| 2016-12-01 | 403.254611344563 |
| 2017-01-01 | 404.231385512442 |
| 2017-02-01 | 406.823864324534 |
| 2017-03-01 | 406.501555550420 |
| 2017-04-01 | 407.644138841304 |
| 2017-05-01 | 407.477597618392 |
| 2017-06-01 | 407.209125953782 |
| 2017-07-01 | 408.212334093493 |
| 2017-08-01 | 408.564941599549 |
| 2017-09-01 | 409.735219847408 |
| 2017-10-01 | 410.991432775038 |
| 2017-11-01 | 410.806983662125 |
| 2017-12-01 | 411.676212719060 |
| 2018-01-01 | 413.015678373918 |
| 2018-02-01 | 413.479051777268 |
| 2018-03-01 | 412.083214756909 |
| 2018-04-01 | 411.863141603452 |
| 2018-05-01 | 412.259553149841 |
| 2018-06-01 | 411.499701016664 |
| 2018-07-01 | 412.269443122818 |
| 2018-08-01 | 413.173368596372 |
| 2018-09-01 | 413.024250204840 |
| 2018-10-01 | 414.501442823061 |
| 2018-11-01 | 414.444745572774 |
| 2018-12-01 | 415.357421524865 |
| 2019-01-01 | 415.750052258729 |
| 2019-02-01 | 415.463254470132 |
| 2019-03-01 | 414.998400017565 |
| 2019-04-01 | 416.357640343474 |
| 2019-05-01 | 415.064649876295 |
| 2019-06-01 | 415.065445136666 |
| 2019-07-01 | 415.515249295931 |
| 2019-08-01 | 415.573394051436 |
| 2019-09-01 | 415.921489854710 |
| 2019-10-01 | 416.718071014255 |
| 2019-11-01 | 418.314768599239 |
| 2019-12-01 | 419.251329104549 |
| 2020-01-01 | 420.779204862661 |
| 2020-02-01 | 422.126389574744 |
| 2020-03-01 | 400.031804117005 |
| 2020-04-01 | 174.599979579638 |
| 2020-05-01 | 211.139984808540 |
| 2020-06-01 | 267.872380077961 |
| 2020-07-01 | 302.236247874520 |
| 2020-08-01 | 308.828436773378 |
| 2020-09-01 | 320.405794346991 |
| 2020-10-01 | 331.528276004749 |
| 2020-11-01 | 331.120323527160 |
| 2020-12-01 | 306.966150318729 |
| 2021-01-01 | 316.137605852663 |
| 2021-02-01 | 327.613368900558 |
| 2021-03-01 | 330.985192164266 |
| 2021-04-01 | 337.874733432909 |
| 2021-05-01 | 343.064635679693 |
| 2021-06-01 | 352.546715090763 |
| 2021-07-01 | 364.658611180017 |
| 2021-08-01 | 365.331338318135 |
| 2021-09-01 | 366.081636142839 |
| 2021-10-01 | 374.490988753661 |
| 2021-11-01 | 377.166253890320 |
| 2021-12-01 | 378.824610156175 |
| 2022-01-01 | 379.677560701923 |
| 2022-02-01 | 384.801303260929 |
| 2022-03-01 | 385.136304527953 |
| 2022-04-01 | 387.360851975005 |
| 2022-05-01 | 388.171118468436 |
| 2022-06-01 | 390.250687403617 |
| 2022-07-01 | 395.147746064389 |
| 2022-08-01 | 395.073189769647 |
| 2022-09-01 | 395.498430152568 |
| 2022-10-01 | 395.647877714385 |
| 2022-11-01 | 397.265856505714 |
| 2022-12-01 | 395.843200662481 |
| 2023-01-01 | 400.663467702072 |
| 2023-02-01 | 402.638119976003 |
| 2023-03-01 | 402.794644728009 |
| 2023-04-01 | 402.591218245530 |
| 2023-05-01 | 402.481150829921 |
| 2023-06-01 | 404.558618989778 |
| 2023-07-01 | 405.557591318414 |
| 2023-08-01 | 405.241056480008 |
| 2023-09-01 | 407.050231756116 |
| 2023-10-01 | 406.705432243469 |
| 2023-11-01 | 405.862024550770 |
| 2023-12-01 | 406.558129808367 |
| 2024-01-01 | 405.187446040950 |
| 2024-02-01 | 407.411905137254 |
| 2024-03-01 | 408.204999575618 |
| 2024-04-01 | 407.823577982154 |
| 2024-05-01 | 408.068209745925 |
| 2024-06-01 | 407.540706890984 |
| 2024-07-01 | 407.097239091312 |
| 2024-08-01 | 407.330009041661 |
| 2024-09-01 | 406.903345297142 |
| 2024-10-01 | 407.665772936264 |
| 2024-11-01 | 407.744172874930 |
| 2024-12-01 | 408.629499148036 |
| 2025-01-01 | 408.207787833406 |
| 2025-02-01 | 407.261626721239 |
| 2025-03-01 | 408.054635081994 |
| 2025-04-01 | 409.635354049167 |
| 2025-05-01 | 410.461640269136 |
| 2025-06-01 | 410.774159095263 |
| 2025-07-01 | 409.651869762319 |
| 2025-08-01 | 412.326940230760 |
| 2025-09-01 | 412.244070390762 |
| 2025-10-01 | 413.817805610524 |
| 2025-11-01 | 415.164870999337 |
| 2025-12-01 | 409.384691870313 |
| 2026-01-01 | 415.400213010116 |
| 2026-02-01 | 414.505939861923 |
| 2026-03-01 | 409.028560372699 |
| 2026-04-01 | 414.446956546248 |
| 2026-05-01 | 416.151244780353 |
| 2026-06-01 | 422.976142441435 |