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 2026-07-01 |
| Last Updated | 2026-08-21 6:45 PM 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 | 272.242955071665 |
| 1990-02-01 | 271.414363035004 |
| 1990-03-01 | 271.974861976474 |
| 1990-04-01 | 269.232955770109 |
| 1990-05-01 | 267.144031408737 |
| 1990-06-01 | 269.234894797414 |
| 1990-07-01 | 270.163753171953 |
| 1990-08-01 | 271.119352479425 |
| 1990-09-01 | 271.226912947252 |
| 1990-10-01 | 270.381781041501 |
| 1990-11-01 | 270.388476734441 |
| 1990-12-01 | 271.491000543364 |
| 1991-01-01 | 272.822851605111 |
| 1991-02-01 | 273.704398760957 |
| 1991-03-01 | 273.765698864804 |
| 1991-04-01 | 273.498372629405 |
| 1991-05-01 | 272.342764211457 |
| 1991-06-01 | 273.943762682599 |
| 1991-07-01 | 275.012448240751 |
| 1991-08-01 | 275.594998615101 |
| 1991-09-01 | 275.107960130397 |
| 1991-10-01 | 273.137668469371 |
| 1991-11-01 | 275.603366579239 |
| 1991-12-01 | 276.050667010269 |
| 1992-01-01 | 275.607514832219 |
| 1992-02-01 | 275.503572940592 |
| 1992-03-01 | 275.844965337074 |
| 1992-04-01 | 276.192807610191 |
| 1992-05-01 | 276.573270247573 |
| 1992-06-01 | 276.015118870092 |
| 1992-07-01 | 277.592536478136 |
| 1992-08-01 | 278.131244614564 |
| 1992-09-01 | 279.253185362283 |
| 1992-10-01 | 282.245317478415 |
| 1992-11-01 | 281.853824532978 |
| 1992-12-01 | 281.755663868402 |
| 1993-01-01 | 283.247033075247 |
| 1993-02-01 | 284.418468647708 |
| 1993-03-01 | 280.395952891477 |
| 1993-04-01 | 285.562521502333 |
| 1993-05-01 | 286.011720513057 |
| 1993-06-01 | 286.915980445330 |
| 1993-07-01 | 286.280292690981 |
| 1993-08-01 | 285.861764611512 |
| 1993-09-01 | 286.343806914415 |
| 1993-10-01 | 287.305304707537 |
| 1993-11-01 | 287.058597460016 |
| 1993-12-01 | 289.105184867632 |
| 1994-01-01 | 286.343624084166 |
| 1994-02-01 | 283.778841104126 |
| 1994-03-01 | 284.955868131238 |
| 1994-04-01 | 287.457064176694 |
| 1994-05-01 | 288.401247542630 |
| 1994-06-01 | 288.800806792919 |
| 1994-07-01 | 288.559429839444 |
| 1994-08-01 | 288.844650755256 |
| 1994-09-01 | 289.720020672304 |
| 1994-10-01 | 289.204382111584 |
| 1994-11-01 | 289.782314645954 |
| 1994-12-01 | 291.152768730334 |
| 1995-01-01 | 293.588515828742 |
| 1995-02-01 | 293.541565508664 |
| 1995-03-01 | 294.607282260082 |
| 1995-04-01 | 295.836720646163 |
| 1995-05-01 | 296.441203071634 |
| 1995-06-01 | 297.460816502413 |
| 1995-07-01 | 298.363438589855 |
| 1995-08-01 | 299.810236379744 |
| 1995-09-01 | 302.434730227275 |
| 1995-10-01 | 301.863485155387 |
| 1995-11-01 | 302.433131127245 |
| 1995-12-01 | 301.543628291436 |
| 1996-01-01 | 298.220763693928 |
| 1996-02-01 | 301.211400507720 |
| 1996-03-01 | 302.365449515563 |
| 1996-04-01 | 303.437354250888 |
| 1996-05-01 | 304.136200230959 |
| 1996-06-01 | 304.481091457599 |
| 1996-07-01 | 304.365163604348 |
| 1996-08-01 | 304.901857506345 |
| 1996-09-01 | 304.616679440188 |
| 1996-10-01 | 304.913149751320 |
| 1996-11-01 | 305.651305611445 |
| 1996-12-01 | 307.218989088600 |
| 1997-01-01 | 307.993068901112 |
| 1997-02-01 | 308.030518788257 |
| 1997-03-01 | 307.325966876850 |
| 1997-04-01 | 307.943141231115 |
| 1997-05-01 | 308.492358464014 |
| 1997-06-01 | 308.658401534018 |
| 1997-07-01 | 309.885769873178 |
| 1997-08-01 | 311.471206387803 |
| 1997-09-01 | 313.308040045681 |
| 1997-10-01 | 311.150855679740 |
| 1997-11-01 | 311.978820303618 |
| 1997-12-01 | 312.034858314988 |
| 1998-01-01 | 312.704216236656 |
| 1998-02-01 | 313.171201246578 |
| 1998-03-01 | 313.520306972185 |
| 1998-04-01 | 311.095076528114 |
| 1998-05-01 | 312.279231846280 |
| 1998-06-01 | 312.140832740409 |
| 1998-07-01 | 312.409594591017 |
| 1998-08-01 | 312.106609407390 |
| 1998-09-01 | 313.062860343323 |
| 1998-10-01 | 315.055526375396 |
| 1998-11-01 | 315.126836628540 |
| 1998-12-01 | 316.688725963089 |
| 1999-01-01 | 316.711531185430 |
| 1999-02-01 | 318.211498395643 |
| 1999-03-01 | 318.049028201351 |
| 1999-04-01 | 320.391034284374 |
| 1999-05-01 | 321.180831029586 |
| 1999-06-01 | 322.882517068374 |
| 1999-07-01 | 323.073026307703 |
| 1999-08-01 | 322.083219258689 |
| 1999-09-01 | 319.458600840439 |
| 1999-10-01 | 323.101547096762 |
| 1999-11-01 | 323.205976122468 |
| 1999-12-01 | 326.302118394008 |
| 2000-01-01 | 323.274846779270 |
| 2000-02-01 | 322.167722474501 |
| 2000-03-01 | 325.081485195637 |
| 2000-04-01 | 325.569659407798 |
| 2000-05-01 | 324.011206033036 |
| 2000-06-01 | 324.772958709701 |
| 2000-07-01 | 325.687373807871 |
| 2000-08-01 | 325.587398883189 |
| 2000-09-01 | 326.448885594135 |
| 2000-10-01 | 326.715916882320 |
| 2000-11-01 | 327.375127323908 |
| 2000-12-01 | 328.388255034397 |
| 2001-01-01 | 328.375483832773 |
| 2001-02-01 | 330.175476864880 |
| 2001-03-01 | 330.633581343175 |
| 2001-04-01 | 330.120900020250 |
| 2001-05-01 | 331.134160990582 |
| 2001-06-01 | 332.058496936657 |
| 2001-07-01 | 332.664715272977 |
| 2001-08-01 | 332.553532719129 |
| 2001-09-01 | 330.748498268933 |
| 2001-10-01 | 330.492371886953 |
| 2001-11-01 | 333.030716107269 |
| 2001-12-01 | 333.733025605739 |
| 2002-01-01 | 336.192042325958 |
| 2002-02-01 | 337.302999237219 |
| 2002-03-01 | 338.303409500467 |
| 2002-04-01 | 338.678276807399 |
| 2002-05-01 | 339.867556843289 |
| 2002-06-01 | 339.543167520711 |
| 2002-07-01 | 339.871875200352 |
| 2002-08-01 | 341.114577198877 |
| 2002-09-01 | 341.813665727479 |
| 2002-10-01 | 342.387233746503 |
| 2002-11-01 | 343.394509601916 |
| 2002-12-01 | 342.670437300614 |
| 2003-01-01 | 343.034668892467 |
| 2003-02-01 | 341.109048847069 |
| 2003-03-01 | 341.604366892767 |
| 2003-04-01 | 342.273903442184 |
| 2003-05-01 | 342.618896102097 |
| 2003-06-01 | 343.557627144926 |
| 2003-07-01 | 343.868655109366 |
| 2003-08-01 | 344.936693024651 |
| 2003-09-01 | 345.873227146116 |
| 2003-10-01 | 345.640328832821 |
| 2003-11-01 | 346.357315012089 |
| 2003-12-01 | 347.081510296046 |
| 2004-01-01 | 346.965431435359 |
| 2004-02-01 | 345.422692377207 |
| 2004-03-01 | 346.546672919165 |
| 2004-04-01 | 346.684912629980 |
| 2004-05-01 | 347.768128458562 |
| 2004-06-01 | 346.578836132428 |
| 2004-07-01 | 348.874362361985 |
| 2004-08-01 | 350.451734858153 |
| 2004-09-01 | 351.711862301453 |
| 2004-10-01 | 352.151064640742 |
| 2004-11-01 | 352.604660475104 |
| 2004-12-01 | 352.824143128674 |
| 2005-01-01 | 351.857715397475 |
| 2005-02-01 | 352.349192547546 |
| 2005-03-01 | 352.421285690235 |
| 2005-04-01 | 354.099529359812 |
| 2005-05-01 | 354.554158192392 |
| 2005-06-01 | 355.484457338158 |
| 2005-07-01 | 355.412263132031 |
| 2005-08-01 | 355.667734916834 |
| 2005-09-01 | 356.244230585653 |
| 2005-10-01 | 351.866407519238 |
| 2005-11-01 | 353.547701833571 |
| 2005-12-01 | 353.953341859897 |
| 2006-01-01 | 355.528053470225 |
| 2006-02-01 | 356.390055225863 |
| 2006-03-01 | 357.681501012143 |
| 2006-04-01 | 357.913859815560 |
| 2006-05-01 | 357.523049627642 |
| 2006-06-01 | 357.810235280509 |
| 2006-07-01 | 358.190117984008 |
| 2006-08-01 | 357.590277944321 |
| 2006-09-01 | 357.903777312029 |
| 2006-10-01 | 357.169313967831 |
| 2006-11-01 | 359.810623117628 |
| 2006-12-01 | 361.320311242868 |
| 2007-01-01 | 363.944006934553 |
| 2007-02-01 | 362.578499981217 |
| 2007-03-01 | 362.829348861562 |
| 2007-04-01 | 361.948125923859 |
| 2007-05-01 | 361.532214790465 |
| 2007-06-01 | 362.137449621739 |
| 2007-07-01 | 361.529438399842 |
| 2007-08-01 | 361.728430598105 |
| 2007-09-01 | 362.150607565656 |
| 2007-10-01 | 363.254597639471 |
| 2007-11-01 | 365.135047385183 |
| 2007-12-01 | 365.369771503750 |
| 2008-01-01 | 365.084670240315 |
| 2008-02-01 | 365.579359945667 |
| 2008-03-01 | 364.170887547316 |
| 2008-04-01 | 365.353385146309 |
| 2008-05-01 | 366.036265742461 |
| 2008-06-01 | 364.929120122451 |
| 2008-07-01 | 365.442159904852 |
| 2008-08-01 | 364.496267260584 |
| 2008-09-01 | 365.088493627944 |
| 2008-10-01 | 363.838367539718 |
| 2008-11-01 | 362.270658004918 |
| 2008-12-01 | 361.311461953973 |
| 2009-01-01 | 359.348978940343 |
| 2009-02-01 | 358.606705526571 |
| 2009-03-01 | 358.906856958530 |
| 2009-04-01 | 355.580246503238 |
| 2009-05-01 | 358.029685287131 |
| 2009-06-01 | 357.382302940233 |
| 2009-07-01 | 358.937266780184 |
| 2009-08-01 | 358.059007660439 |
| 2009-09-01 | 356.801487999604 |
| 2009-10-01 | 358.068795734553 |
| 2009-11-01 | 356.055158965158 |
| 2009-12-01 | 356.322248308147 |
| 2010-01-01 | 358.327495215893 |
| 2010-02-01 | 356.499380058000 |
| 2010-03-01 | 358.138164166636 |
| 2010-04-01 | 359.934834782674 |
| 2010-05-01 | 360.670558709257 |
| 2010-06-01 | 360.755924487941 |
| 2010-07-01 | 360.893664995066 |
| 2010-08-01 | 361.622214757547 |
| 2010-09-01 | 362.114924045207 |
| 2010-10-01 | 363.853411997566 |
| 2010-11-01 | 364.598125402224 |
| 2010-12-01 | 364.151173794567 |
| 2011-01-01 | 363.229286027822 |
| 2011-02-01 | 363.961133624493 |
| 2011-03-01 | 365.858317331749 |
| 2011-04-01 | 366.376341750919 |
| 2011-05-01 | 366.093169880426 |
| 2011-06-01 | 366.271377566210 |
| 2011-07-01 | 366.613497371265 |
| 2011-08-01 | 366.644482739740 |
| 2011-09-01 | 368.939735072923 |
| 2011-10-01 | 368.787322671441 |
| 2011-11-01 | 369.954990555451 |
| 2011-12-01 | 368.886247119804 |
| 2012-01-01 | 371.561351526092 |
| 2012-02-01 | 374.067364804969 |
| 2012-03-01 | 375.959260594949 |
| 2012-04-01 | 374.420432899275 |
| 2012-05-01 | 374.551646191608 |
| 2012-06-01 | 376.410465828780 |
| 2012-07-01 | 376.493080599680 |
| 2012-08-01 | 378.158261040934 |
| 2012-09-01 | 378.158019750968 |
| 2012-10-01 | 377.760698009222 |
| 2012-11-01 | 379.245625455369 |
| 2012-12-01 | 380.686102091842 |
| 2013-01-01 | 380.311687622588 |
| 2013-02-01 | 381.153210897268 |
| 2013-03-01 | 380.600184756278 |
| 2013-04-01 | 381.305455652041 |
| 2013-05-01 | 382.552232986025 |
| 2013-06-01 | 383.169360432595 |
| 2013-07-01 | 384.797948112146 |
| 2013-08-01 | 384.385508152222 |
| 2013-09-01 | 385.016643049804 |
| 2013-10-01 | 384.528729511634 |
| 2013-11-01 | 385.471751522773 |
| 2013-12-01 | 385.662024261365 |
| 2014-01-01 | 387.280194307553 |
| 2014-02-01 | 385.096406323622 |
| 2014-03-01 | 386.169340600788 |
| 2014-04-01 | 386.277962763537 |
| 2014-05-01 | 387.235661705735 |
| 2014-06-01 | 388.020904522300 |
| 2014-07-01 | 387.146935558410 |
| 2014-08-01 | 389.209165026688 |
| 2014-09-01 | 389.063887566245 |
| 2014-10-01 | 390.317212267453 |
| 2014-11-01 | 390.523836039533 |
| 2014-12-01 | 391.424518218419 |
| 2015-01-01 | 391.336728505529 |
| 2015-02-01 | 390.869640681245 |
| 2015-03-01 | 388.833703051765 |
| 2015-04-01 | 391.414322725761 |
| 2015-05-01 | 393.624985584804 |
| 2015-06-01 | 394.072459362540 |
| 2015-07-01 | 394.391788336619 |
| 2015-08-01 | 394.475188568360 |
| 2015-09-01 | 395.402524645112 |
| 2015-10-01 | 397.212383717025 |
| 2015-11-01 | 397.737842519463 |
| 2015-12-01 | 398.104337857835 |
| 2016-01-01 | 398.828419037018 |
| 2016-02-01 | 399.676740339571 |
| 2016-03-01 | 401.445849684502 |
| 2016-04-01 | 402.177550648088 |
| 2016-05-01 | 400.719198940502 |
| 2016-06-01 | 401.123832590013 |
| 2016-07-01 | 401.526356031898 |
| 2016-08-01 | 402.348507232358 |
| 2016-09-01 | 404.246238012219 |
| 2016-10-01 | 403.142866128429 |
| 2016-11-01 | 405.128277272666 |
| 2016-12-01 | 403.295584658707 |
| 2017-01-01 | 404.184613251483 |
| 2017-02-01 | 406.612045334950 |
| 2017-03-01 | 406.621787436295 |
| 2017-04-01 | 407.679767331755 |
| 2017-05-01 | 407.582717971801 |
| 2017-06-01 | 407.352062191046 |
| 2017-07-01 | 408.244262023516 |
| 2017-08-01 | 408.513054256069 |
| 2017-09-01 | 409.534130836631 |
| 2017-10-01 | 410.896950844548 |
| 2017-11-01 | 410.783675278097 |
| 2017-12-01 | 411.748937209434 |
| 2018-01-01 | 413.072295746939 |
| 2018-02-01 | 413.260800065310 |
| 2018-03-01 | 412.389922282570 |
| 2018-04-01 | 411.755990863427 |
| 2018-05-01 | 412.427155363747 |
| 2018-06-01 | 411.695669296910 |
| 2018-07-01 | 412.282326024347 |
| 2018-08-01 | 413.049141585647 |
| 2018-09-01 | 412.685664983489 |
| 2018-10-01 | 414.324282475694 |
| 2018-11-01 | 414.397280205254 |
| 2018-12-01 | 415.469066878384 |
| 2019-01-01 | 416.020006474018 |
| 2019-02-01 | 415.186788213764 |
| 2019-03-01 | 415.496160185125 |
| 2019-04-01 | 416.133406019863 |
| 2019-05-01 | 415.260870172444 |
| 2019-06-01 | 415.283664887488 |
| 2019-07-01 | 415.503101225617 |
| 2019-08-01 | 415.363756248846 |
| 2019-09-01 | 415.457932857206 |
| 2019-10-01 | 416.478439988125 |
| 2019-11-01 | 418.259294722991 |
| 2019-12-01 | 419.385698589249 |
| 2020-01-01 | 421.290150225165 |
| 2020-02-01 | 421.841770334170 |
| 2020-03-01 | 400.672072380526 |
| 2020-04-01 | 174.251485362735 |
| 2020-05-01 | 211.335089566916 |
| 2020-06-01 | 268.039626757741 |
| 2020-07-01 | 302.182152758055 |
| 2020-08-01 | 308.558667416969 |
| 2020-09-01 | 319.927946580977 |
| 2020-10-01 | 331.277161388590 |
| 2020-11-01 | 331.053916510372 |
| 2020-12-01 | 307.072117824324 |
| 2021-01-01 | 316.873040362722 |
| 2021-02-01 | 327.333239022850 |
| 2021-03-01 | 331.607895694179 |
| 2021-04-01 | 337.542823664960 |
| 2021-05-01 | 343.222049898482 |
| 2021-06-01 | 352.660741457121 |
| 2021-07-01 | 364.573222834615 |
| 2021-08-01 | 365.031103990097 |
| 2021-09-01 | 365.608285671435 |
| 2021-10-01 | 374.249414162316 |
| 2021-11-01 | 377.098705850712 |
| 2021-12-01 | 378.897264245145 |
| 2022-01-01 | 380.526850334359 |
| 2022-02-01 | 384.538159950432 |
| 2022-03-01 | 385.731139455944 |
| 2022-04-01 | 387.094922886375 |
| 2022-05-01 | 388.320074249115 |
| 2022-06-01 | 390.291591562527 |
| 2022-07-01 | 394.992213137775 |
| 2022-08-01 | 394.766571736250 |
| 2022-09-01 | 395.097588116730 |
| 2022-10-01 | 395.425040993041 |
| 2022-11-01 | 397.170896501953 |
| 2022-12-01 | 395.854399662848 |
| 2023-01-01 | 401.509344549046 |
| 2023-02-01 | 402.393551709569 |
| 2023-03-01 | 403.313357805814 |
| 2023-04-01 | 402.497272552183 |
| 2023-05-01 | 402.774620291021 |
| 2023-06-01 | 404.586141143455 |
| 2023-07-01 | 405.293100375578 |
| 2023-08-01 | 404.842535158880 |
| 2023-09-01 | 406.670845841720 |
| 2023-10-01 | 406.472669291973 |
| 2023-11-01 | 405.742004222089 |
| 2023-12-01 | 406.530177155967 |
| 2024-01-01 | 405.863296700271 |
| 2024-02-01 | 407.294306658999 |
| 2024-03-01 | 408.692693056545 |
| 2024-04-01 | 407.901423539167 |
| 2024-05-01 | 408.591358206076 |
| 2024-06-01 | 407.609405855512 |
| 2024-07-01 | 406.674322385804 |
| 2024-08-01 | 406.815976843045 |
| 2024-09-01 | 406.514426457634 |
| 2024-10-01 | 407.397599043140 |
| 2024-11-01 | 407.575164807774 |
| 2024-12-01 | 408.557641099160 |
| 2025-01-01 | 408.709914208045 |
| 2025-02-01 | 407.284676402283 |
| 2025-03-01 | 408.536761017349 |
| 2025-04-01 | 409.854692145870 |
| 2025-05-01 | 411.267004657840 |
| 2025-06-01 | 410.940453816878 |
| 2025-07-01 | 409.086888145430 |
| 2025-08-01 | 411.663726710392 |
| 2025-09-01 | 411.758750602818 |
| 2025-10-01 | 413.485099459262 |
| 2025-11-01 | 414.960868976862 |
| 2025-12-01 | 409.324370239662 |
| 2026-01-01 | 415.762899483480 |
| 2026-02-01 | 414.621391999006 |
| 2026-03-01 | 409.608316548111 |
| 2026-04-01 | 414.725759986481 |
| 2026-05-01 | 417.153301747544 |
| 2026-06-01 | 420.414270032002 |
| 2026-07-01 | 424.911698023514 |